Topic 9: Other Topics 1431


Title (link) Author Date Votes Error Reviews
LORELEI Language Packs: Data, Tools, and Resources for Technology Development in Low Resource Languages Stephanie Strassel, Jennifer Tracey 2016
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Centroid-based Summarization of Multiple Documents Dragomir R. Radev, Hongyan Jing, Malgorzata Sty?, Daniel Tam 2004
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Syntactic Simplification for Improving Content Selection in Multi-document Summarization Advaith Siddharthan, Ani Nenkova, Kathleen McKeown 2004
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Multi-document Summarization by Maximizing Informative Content-words Wen-tau Yih, Joshua Goodman, Lucy Vanderwende, Hisami Suzuki 2007
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A Bottom-up Approach to Sentence Ordering for Multi-document Summarization Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizuka 2006
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Single-document and Multi-document Summarization Techniques for Email Threads Using Sentence Compression David M. Zajic, Bonnie J. Dorr, Jimmy Lin 2008
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Using Query Expansion in Graph-based Approach for Query-focused Multi-document Summarization Lin Zhao, Lide Wu, Xuanjing Huang 2009
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Socially-Informed Timeline Generation for Complex Events Lu Wang, Claire Cardie, Galen Marchetti 2015
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Abstractive Multi-Document Summarization via Phrase Selection and Merging Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo, Rebecca Passonneau 2015
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Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime G. Carbonell 2015
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Combining Temporal Information and Topic Modeling for Cross-Document Event Ordering Borja Navarro-Colorado, Estela Saquete 2015
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Multi-Document Summarization via Discriminative Summary Reranking Xiaojun Wan, Ziqiang Cao, Furu Wei, Sujian Li, Ming Zhou 2015
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Privacy-Preserving Multi-Document Summarization Luís Marujo, José Portelo, Wang Ling, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime G. Carbonell, Isabel Trancoso, Bhiksha Raj 2015
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The Use of MMR, Diversity-based Reranking for Reordering Documents and Producing Summaries Jaime Carbonell, Jade Goldstein 1998
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Generating Natural Language Summaries from Multiple On-line Sources Dragomir R. Radev, Kathleen R. McKeown 1998
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Sentence Fusion for Multidocument News Summarization Regina Barzilay, Kathleen R. McKeown 2005
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A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie 2013
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Inferring Interpersonal Relations in Narrative Summaries Shashank Srivastava, Snigdha Chaturvedi, Tom Mitchell 2015
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Using network science and text analytics to produce surveys in a scientific topic Filipi N Silva, Diego R Amancio, Maria Bardosova, Osvaldo N Oliveira Jr, Luciano da F Costa 2015
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Learning to Generate Posters of Scientific Papers Yuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal 2016
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Neural Headline Generation with Minimum Risk Training Shiqi Shen, Zhiyuan Liu, Maosong Sun, others 2016
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Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document Summarization Maxime Peyrard, Judith Eckle-Kohler 2016
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Improving Argument Overlap for Proposition-Based Summarisation Yimai Fang, Simone Teufel 2016
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Neural Headline Generation on Abstract Meaning Representation Sho Takase, Jun Suzuki, Naoaki Okazaki, Tsutomu Hirao, Masaaki Nagata 2016
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TGSum: Build Tweet Guided Multi-Document Summarization Dataset Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou 2015
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Multi-document abstractive summarization using ilp based multi-sentence compression Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama 2016
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Improving Multi-Document Summarization via Text Classification Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei 2016
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Sort story: Sorting jumbled images and captions into stories Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal 2016
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Get To The Point: Summarization with Pointer-Generator Networks Abigail See, Peter J Liu, Christopher D Manning 2017
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Learning to Skim Text Adams Wei Yu, Hongrae Lee, Quoc V Le 2017
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A social network caught in the Web Lada A. Adamic, Orkut Buyukkokten, Eytan Adar 2003
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Reversible Markov Chains and Random Walks on Graphs David Aldous, Jim Fill 1994
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Finding scientific gems with Google's PageRank algorithm P. Chen, H. Xie, S. Maslov, S. Redner 2007
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The h-index: Advantages, limitations and its relation with other bibliometric indicators at the micro level Rodrigo Costas, Mari?a Bordons 2007
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Towards a Model of Understanding Social Search Brynn M. Evans, Ed H. Chi 2008
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The diplomat's dilemma: Maximal power for minimal effort in social networks Petter Holme, Gourab Ghoshal 2008
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Study of different h-indices for groups of authors L. Egghe, I.K. Ravichandra Rao 2008
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Community Structure in Online Collegiate Social Networks Amanda L. Traud, Eric D. Kelsic, Peter J. Mucha, Mason A. Porter 2008
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Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters Jure Leskovec, Kevin J. Lang, Anirban Dasgupta, Michael W. Mahoney 2008
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Optimal partition and effective dynamics of complex networks. Weinan E, Tiejun Li, Eric Vanden-Eijnden 2008
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Emergence of a non-scaling degree distribution in bipartite networks: a numerical and analytical study Fernando Peruani, Monojit Choudhury, Animesh Mukherjee, Niloy Ganguly 2007
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A social network's changing statistical properties and the quality of human innovation Brian Uzzi 2008
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Text as Statistical Mechanics Object K. Koroutchev, E. Korutcheva 2008
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Network scaling reveals consistent fractal pattern in hierarchical mammalian societies Russell A. Hill, Alexander R. Bentley, Robin I. Dunbar 2008
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Bibliometrics in a nutshell Massimo Franceschet 2008
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Novelty and collective attention Fang Wu, Bernardo A. Huberman 2007
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KnowNet: Building a Large Net of Knowledge from the Web Montse Cuadros, German Rigau 2008
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Studying the History of Ideas Using Topic Models David Hall, Daniel Jurafsky, Christopher D. Manning 2008
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Learning Graph Walk Based Similarity Measures for Parsed Text Einat Minkov, William W. Cohen 2008
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Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks Partha Pratim Talukdar, Joseph Reisinger, Marius Pasca, Deepak Ravichandran, Rahul Bhagat, Fernando Pereira 2008
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Exploiting Graph Structure for Accelerating the Calculation of Shortest Paths in Wordnets Holger Wunsch 2008
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Automatically Predicting Peer-Review Helpfulness Wenting Xiong, Diane Litman 2011
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Does Size Matter -- How Much Data is Required to Train a REG Algorithm? Mariët Theune, Ruud Koolen, Emiel Krahmer, Sander Wubben 2011
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Entropy and equilibrium state of free market models J. R. Iglesias, R. M. C. de Almeida 2011
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Influence, originality and similarity in directed acyclic graphs S. Gualdi, M. Medo, Y.-C. Zhang 2011
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The inconsistency of the h-index L. Waltman, N. J. van Eck 2011
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Effective Free Energy for Individual Dynamics S. Grauwin, D. Hunt, E. Bertin, P. Jensen 2011
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Comparing Community Structure to Characteristics in Online Collegiate Social Networks A. L. Traud, E. D. Kelsic, P. J. Mucha, M. A. Porter 2008
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The relationship between acquaintanceship and coauthorship in scientific collaboration networks A. Pepe 2011
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Supervised Rank Aggregation for Predicting Influence in Networks K. Subbian, P. Melville 2011
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Eigenvector localization as a tool to study small communities in online social networks F. Slanina, Z. Konopasek 2011
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Experimental test of airplane boarding methods J. H. Steffen, J. Hotchkiss 2011
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Network motifs in music sequences D. H. Zanette 2010
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Quantifying the influence of scientists and their publications: Distinguish prestige from popularity Yan-Bo Zhou, Linyuan Lü, Menghui Li 2011
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Hybrid Centrality Measures and its application for co-authorship analysis Alireza Abbasi 2011
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Effects of mass media on opinion spreading in the Sznajd sociophysics model Nuno Crokidakis 2011
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Betweenness Centrality as a Driver of Preferential Attachment in the Evolution of Research Collaboration Networks Alireza Abbasi, Liaquat Hossain, Loet Leydesdorff 2011
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Universal features of correlated bursty behaviour Marton Karsai, Kimmo Kaski, Albert-László Barabási, János Kertész 2011
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How people interact in evolving online affiliation networks Lazaros K. Gallos, Diego Rybski, Fredrik Liljeros, Shlomo Havlin, Hernan A. Makse 2011
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How people make friends in social networking sites - A microscopic perspective Haibo Hu, Xiaofan Wang 2011
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The Anatomy of the Facebook Social Graph Johan Ugander, Brian Karrer, Lars Backstrom, Cameron Marlow 2011
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Four Degrees of Separation Lars Backstrom, Paolo Boldi, Marco Rosa, Johan Ugander, Sebastiano Vigna 2011
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Extracting spatial information from networks with low-order eigenvectors Mihai Cucuringu, Vincent D. Blondel, Paul Van Dooren 2011
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The Flow Structure on the WWW Lingfei Wu, Jiang Zhang 2011
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TopicViz: Semantic Navigation of Document Collections Jacob Eisenstein, Duen Horng ''Polo'' Chau, Aniket Kittur, Eric P. Xing 2011
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Leveraging User Diversity to Harvest Knowledge on the Social Web Jeon-Hyung Kang, Kristina Lerman 2011
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Robustness of Social Networks: Comparative Results Based on Distance Distributions Paolo Boldi, Marco Rosa, Sebastiano Vigna 2011
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The large-scale structure of journal citation networks Massimo Franceschet 2011
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Mining Patterns in Networks using Homomorphism Anton Dries, Siegfried Nijssen 2011
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Significant communities in large sparse networks Atieh Mirshahvalad, Johan Lindholm, Mattias Derlen, Martin Rosvall 2011
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Comparing intermittency and network measurements of words and their dependence on authorship Diego Raphael Amancio, Eduardo G. Altmann, Oliveira, Jr., O. N., Luciano da Fontoura Costa 2011
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Collaboration Network Formation and the Demand for Problem Solvers with Heterogenous Skills Katharine Anderson 2011
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Exact solution of bond percolation on small arbitrary graphs Antoine Allard, Laurent Hébert-Dufresne, Pierre Noël, Vincent Marceau, Louis J. Dubé 2012
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Decomposition of the h-index Francesco Bartolucci 2012
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Preferential attachment alone is not sufficient to generate scale free random networks Vijay K Samalam 2012
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Entropy-growth-based model of emotionally charged online dialogues Julian Sienkiewicz, Marcin Skowron, Geirgios Paltoglou, Janusz A. Holyst 2012
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Characterizing Interdisciplinarity of Researchers and Research Topics Using Web Search Engines Hiroki Sayama, Jin Akaishi 2012
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The Role of Social Networks in Information Diffusion Eytan Bakshy, Itamar Rosenn, Cameron Marlow, Lada Adamic 2012
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The Pulse of News in Social Media: Forecasting Popularity Roja Bandari, Sitaram Asur, Bernardo A. Huberman 2012
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The relative significance of the H-index H. C. Spruit 2012
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Ranking hubs and authorities using matrix functions Michele Benzi, Ernesto Estrada, Christine Klymko 2012
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Multidimensional counting grids: Inferring word order from disordered bags of words Nebojsa Jojic, Alessandro Perina 2012
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Dynamics of conflicts in Wikipedia Taha Yasseri, Robert Sumi, András Rung, András Kornai, János Kertész 2012
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Scaling Laws in Human Language Linyuan Lu, Zi -Ke Zhang, Tao Zhou 2012
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How the Scientific Community Reacts to Newly Submitted Preprints: Article Downloads, Twitter Mentions, and Citations Xin Shuai, Alberto Pepe, Johan Bollen 2012
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Quick Detection of Nodes with Large Degrees Konstantin Avrachenkov, Nelly Litvak, Marina Sokol, Don Towsley 2012
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Culturomics meets random fractal theory: Insights into long-range correlations of social and natural phenomena over the past two centuries Jianbo Gao, Jing Hu, Xiang Mao, Matjaz Perc 2012
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Random walks on temporal networks Michele Starnini, Andrea Baronchelli, Alain Barrat, Romualdo Pastor-Satorras 2012
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Distributional Measures of Semantic Distance: A Survey Saif M. Mohammad, Graeme Hirst 2012
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Evolutionary Events in a Mathematical Sciences Research Collaboration Network Jason Cory Brunson, Steve Fassino, Antonio McInnes, Monisha Narayan, Brianna Richardson, Christopher Franck, Patrick Ion, Reinhard Laubenbacher 2012
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The Geographic Flow of Music Conrad Lee, Pádraig Cunningham 2012
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Motivations for Participation in Socially Networked Collective Intelligence Systems Jon Chamberlain, Udo Kruschwitz, Massimo Poesio 2012
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A Simple Proof of Schmidt's Conjecture Thotsaporn ''Aek'' Thanatipanonda 2012
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Towards Real-Time Summarization of Scheduled Events from Twitter Streams Arkaitz Zubiaga, Damiano Spina, Enrique Amigó, Julio Gonzalo 2012
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Crowd Memory: Learning in the Collective Walter S. Lasecki, Samuel C. White, Kyle I. Murray, Jeffrey P. Bigham 2012
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PageRank model of opinion formation on social networks Vivek Kandiah, Dima L. Shepelyansky 2012
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Biographical Social Networks on Wikipedia - A cross-cultural study of links that made history Pablo Aragón, Andreas Kaltenbrunner, David Laniado, Yana Volkovich 2012
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A Computational Analysis of Collective Discourse Vahed Qazvinian, Dragomir R. Radev 2012
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There is No Deadline - Time Evolution of Wikipedia Discussions Andreas Kaltenbrunner, David Laniado 2012
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Laplacian Support Vector Machines Trained in the Primal Stefano Melacci, Mikhail Belkin 2009
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A practical approach to language complexity: a Wikipedia case study Taha Yasseri, András Kornai, János Kertész 2012
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Evolution of social-attribute networks: measurements, modeling, and implications using google+ Neil Zhenqiang Gong, Wenchang Xu, Ling Huang, Prateek Mittal, Emil Stefanov, Vyas Sekar, Dawn Song 2012
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Loops and Self-Reference in the Construction of Dictionaries David Levary, Jean-Pierre Eckmann, Elisha Moses, Tsvi Tlusty 2012
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A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally Michael W. Mahoney, Lorenzo Orecchia, Nisheeth K. Vishnoi 2012
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BabelNet: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network Roberto Navigli, Simone Paolo Ponzetto 2012
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Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks Sinan Aral, Lev Muchnik, Arun Sundararajan 2009
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Disentangling collective trends from local dynamics Marc Barthélemy, Jean-Pierre Nadal, Henri Berestycki 2010
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How adoption speed affects the abandonment of cultural tastes Jonah Berger, Gaël Le Mens 2009
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Understanding the social context of the Schelling segregation model William A. V. Clark, Mark Fossett 2008
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Inferring social ties from geographic coincidences David J. Crandall, Lars Backstrom, Dan Cosley, Siddharth Suri, Daniel Huttenlocher, Jon Kleinberg 2010
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Robust dynamic classes revealed by measuring the response function of a social system Riley Crane, Didier Sornette 2008
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Inferring friendship network structure by using mobile phone data Nathan Eagle, Alex (Sandy) Pentland, David Lazer 2009
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Computing global structural balance in large-scale signed social networks Giuseppe Facchetti, Giovanni Iacono, Claudio Altafini 2011
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Cooperative behavior cascades in human social networks James H. Fowler, Nicholas A. Christakis 2010
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Model of genetic variation in human social networks James H. Fowler, Christopher T. Dawes, Nicholas A. Christakis 2009
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Correlated genotypes in friendship networks James H. Fowler, Jaime E. Settle, Nicholas A. Christakis 2011
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Using selection bias to explain the observed structure of Internet diffusions Benjamin Golub, Matthew O. Jackson 2010
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Emergence of segregation in evolving social networks Adam Douglas Henry, Pawe? Pra?at, Cun-Quan Zhang 2011
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Experience versus talent shapes the structure of the Web Joseph S. Kong, Nima Sarshar, Vwani P. Roychowdhury 2008
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Tracing information flow on a global scale using Internet chain-letter data David Liben-Nowell, Jon Kleinberg 2008
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Geographic routing in social networks David Liben-Nowell, Jasmine Novak, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins 2005
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How social influence can undermine the wisdom of crowd effect Jan Lorenz, Heiko Rauhut, Frank Schweitzer, Dirk Helbing 2011
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A Poissonian explanation for heavy tails in e-mail communication R. Dean Malmgren, Daniel B. Stouffer, Adilson E. Motter, Luís A. N. Amaral 2008
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Cultural route to the emergence of linguistic categories Andrea Puglisi, Andrea Baronchelli, Vittorio Loreto 2008
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Dynamic social networks promote cooperation in experiments with humans David G. Rand, Samuel Arbesman, Nicholas A. Christakis 2011
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Evidence for a bimodal distribution in human communication Ye Wu, Changsong Zhou, Jinghua Xiao, Jürgen Kurths, Hans Joachim Schellnhuber 2010
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A large-scale community structure analysis in Facebook Emilio Ferrara 2012
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Topical interests and the mitigation of search engine bias S. Fortunato, A. Flammini, F. Menczer, A. Vespignani 2006
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Growing and navigating the small world Web by local content Filippo Menczer 2002
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Winners don't take all: Characterizing the competition for links on the web David M. Pennock, Gary W. Flake, Steve Lawrence, Eric J. Glover, C. Lee Giles 2002
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Structural diversity in social contagion Johan Ugander, Lars Backstrom, Cameron Marlow, Jon Kleinberg 2012
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Chain Letters and Evolutionary Histories Charles H. Bennett, Ming Li, Bin Ma 2003
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On Clustering Using Random Walks David Harel, Yehuda Koren 2001
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Generating Diverse and Relevant Image searching results with DivRank Jing Li, Zhong Ji, Jing Zhang, Yuting Su 2012
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Scalable Diversified Ranking on Large Graphs Rong-Hua Li, Jeffery Xu Yu 2011
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Simple, Robust, Scalable Semi-supervised Learning via Expectation Regularization Gideon S. Mann, Andrew McCallum 2007
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Tweet Recommendation with Graph Co-ranking Rui Yan, Mirella Lapata, Xiaoming Li 2012
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Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach Jaewon Yang, Jure Leskovec 2013
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Similarity-driven Semantic Role Induction via Graph Partitioning Joel Lang, Mirella Lapata 2014
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Concentric network symmetry grasps authors' styles in word adjacency networks Diego R. Amancio, Filipi Nascimento Silva, Luciano da F. Costa 2015
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Random Walks on Context Spaces: Towards an Explanation of the Mysteries of Semantic Word Embeddings Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski 2015
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Clustering is Efficient for Approximate Maximum Inner Product Search Alex Auvolat, Pascal Vincent 2015
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Phase Transitions in Spectral Community Detection of Large Noisy Networks Pin-Yu Chen, Alfred O. Hero III 2015
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Sifting Robotic from Organic Text: A Natural Language Approach for Detecting Automation on Twitter Eric M. Clark, Jake Ryland Williams, Richard A. Galbraith, Chris A. Jones, Christopher M. Danforth, Peter Sheridan Dodds 2015
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A quantum teleportation inspired algorithm produces sentence meaning from word meaning and grammatical structure Stephen Clark, Bob Coecke, Edward Grefenstette, Stephen Pulman, Mehrnoosh Sadrzadeh 2013
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Traversing Knowledge Graphs in Vector Space Kelvin Gu, John Miller, Percy Liang 2015
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Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning Toke J. Hansen, Michael W. Mahoney 2014
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New Results for Random Walk Learning Jeffrey C. Jackson, Karl Wimmer 2014
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Reasoning about Linguistic Regularities in Word Embeddings using Matrix Manifolds Sridhar Mahadevan, Sarath Chandar 2015
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Diversity in Spectral Learning for Natural Language Parsing Shashi Narayan, Shay B. Cohen 2015
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QUOTUS: The Structure of Political Media Coverage as Revealed by Quoting Patterns Vlad Niculae, Caroline Suen, Justine Zhang, Cristian Danescu-Niculescu-Mizil, Jure Leskovec 2015
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Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses Partha Niyogi 2013
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Is language evolution grinding to a halt?: Exploring the life and death of words in English fiction Eitan Adam Pechenick, Christopher M. Danforth, Peter Sheridan Dodds 2015
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Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs Matthew J. Urry, Peter Sollich 2014
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Semi-Supervised Learning Using Greedy Max-Cut Jun Wang, Shih-Fu Chuang 2014
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On the universal structure of human lexical semantics Hyejin Youn, Logan Sutton, Eric Smith, Christopher Moore, Jon F. Wilkins, Ian Maddieson, William Croft, Tanmoy Bhattacharya 2015
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Network analysis of named entity interactions in written texts Diego R. Amancio 2015
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Name Phylogeny: A Generative Model of String Variation Nicholas Andrews, Jason Eisner, Mark Dredze 2012
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Improving the accuracy of co-citation clustering using full text Kevin W. Boyack, Henry Small, Richard Klavans 2013
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Content-based citation analysis: The next generation of citation analysis Ying Ding, Guo Zhang, Tamy Chambers, Min Song, Xiaolong Wang, Chengxiang Zhai 2014
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Liberating language research from dogmas of the 20th century Ramon Ferrer-i-Cancho, Carlos Gómez-Rodríguez 2015
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On the similarity of symbol frequency distributions with heavy tails Martin Gerlach, Francesc Font-Clos, Eduardo G Altmann 2015
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Human languages order information efficiently Daniel Gildea, T. Florian Jaeger 2015
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Word, graph and manifold embedding from Markov processes Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola 2015
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Knowledge Base Population using Semantic Label Propagation Lucas Sterckx, Thomas Demeester, Johannes Deleu, Chris Develder 2015
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TransG : A Generative Mixture Model for Knowledge Graph Embedding Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu 2015
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TransA: An Adaptive Approach for Knowledge Graph Embedding Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu 2015
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Hierarchy of Scales in Language Dynamics Richard A Blythe 2015
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Spin Glass Models of Syntax and Language Evolution Karthik Siva, Jim Tao, Matilde Marcolli 2015
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Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning Manaal Faruqui, Ryan McDonald, Radu Soricut 2015
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Selection models of language production support informed text partitioning: an intuitive and practical, bag-of-phrases framework for text analysis Jake Ryland Williams, James P Bagrow, Andrew J Reagan, Sharon E Alajajian, Christopher M Danforth, Peter Sheridan Dodds 2016
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Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs Andrew Reagan, Brian Tivnan, Jake Ryland Williams, Christopher M Danforth, Peter Sheridan Dodds 2015
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Topic segmentation via community detection in complex networks Henrique F de Arruda, Luciano da F Costa, Diego R Amancio 2015
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Spectral Learning for Supervised Topic Models Yong Ren, Yining Wang, Jun Zhu 2016
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The happiness paradox: your friends are happier than you Johan Bollen, Bruno Gonçalves, Ingrid van de Leemput, Guangchen Ruan 2016
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Spectral networks and locally connected networks on graphs Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun 2013
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A theory on power in networks Massimo Franceschet, Enrico Bozzo 2015
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Group Centrality for Semantic Networks: a SWOT analysis featuring Random Walks Camilo Garrido, Ricardo Mora, Claudio Gutierrez 2016
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Diversity networks Zelda Mariet, Suvrit Sra 2015
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What we talk about when we talk about causality: Features of causal statements across large-scale social discourse Thomas C McAndrew, Joshua C Bongard, Christopher M Danforth, Peter S Dodds, Paul DH Hines, James P Bagrow 2016
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Mesoscopic representation of texts as complex networks Henrique F de Arruda, Filipi N Silva, Vanessa Q Marinho, Diego R Amancio, Luciano da F Costa 2016
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A survey of signed network mining in social media Jiliang Tang, Yi Chang, Charu Aggarwal, Huan Liu 2015
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A Sentence Interaction Network for Modeling Dependence between Sentences Biao Liu, Minlie Huang 2016
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Discriminative Deep Random Walk for Network Classification Juzheng Li, Jun Zhu, Bo Zhang 2016
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Graph-Based Translation Via Graph Segmentation Liangyou Li, Andy Way, Qun Liu 2016
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Optimizing Spectral Learning for Parsing Shashi Narayan, Shay B. Cohen 2016
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Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing Ilan Tchernowitz, Liron Yedidsion, Roi Reichart 2016
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Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation Sujith Ravi, Qiming Diao 2015
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Epidemiological modeling of the 2005 French riots: a spreading wave and the role of contagion Laurent Bonnasse-Gahot, Henri Berestycki, Marie-Aude Depuiset, Mirta B Gordon, Sebastian Roché, Nancy Rodriguez, Jean-Pierre Nadal 2017
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Motifs in Temporal Networks Ashwin Paranjape, Austin R Benson, Jure Leskovec 2016
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Revisiting semi-supervised learning with graph embeddings Zhilin Yang, William W Cohen, Ruslan Salakhutdinov 2016
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Introducing meta-services for biomedical information extraction Florian Leitner, Martin Krallinger, Carlos Rodriguez-Penagos, Jorg Hakenberg, Conrad Plake, Cheng-Ju Kuo, Chun-Nan Hsu, Richard Tsai, Hsi-Chuan Hung, William Lau, Calvin Johnson, Rune Saetre, Kazuhiro 2008
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Microparadigms: Chains of collective reasoning in publications about molecular interactions Andrey Rzhetsky, Ivan Iossifov, Ji Meng Loh, Kevin P. White 2006
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Protein identification by spectral networks analysis Nuno Bandeira, Dekel Tsur, Ari Frank, Pavel A. Pevzner 2007
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Negated bio-events: analysis and identification Raheel Nawaz, Paul Thompson, Sophia Ananiadou 2013
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Gimli: open source and high-performance biomedical name recognition David Campos, Sergio Matos, Jose Oliveira 2013
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ConText: An algorithm for determining negation, experiencer, and temporal status from clinical reports Henk Harkema, John N. Dowling, Tyler Thornblade, Wendy W. Chapman 2009
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A Machine-learning Approach to Negation and Speculation Detection in Clinical Texts Noa P. Cruz Díaz, Manuel J. Maña López, Jacinto Mata Vázquez, Victoria Pachón Álvarez 2012
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Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu 2015
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Representing Meaning with a Combination of Logical Form and Vectors Islam Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney 2015
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Embedding Semantic Relations into Word Representations Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi 2015
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Large-scale Simple Question Answering with Memory Networks Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston 2015
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Tree-structured composition in neural networks without tree-structured architectures Samuel R. Bowman, Christopher D. Manning, Christopher Potts 2015
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Document Embedding with Paragraph Vectors Andrew M. Dai, Christopher Olah, Quoc V. Le 2015
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Improved Relation Extraction with Feature-rich Compositional Embedding Models Matthew R. Gormley, Mo Yu, Mark Dredze 2015
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On Using Monolingual Corpora in Neural Machine Translation Çaglar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loïc Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio 2015
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Not All Neural Embeddings are Born Equal Felix Hill, KyungHyun Cho, Sébastien Jean, Coline Devin, Yoshua Bengio 2014
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Learning to Understand Phrases by Embedding the Dictionary Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio 2015
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Modeling Compositionality with Multiplicative Recurrent Neural Networks Ozan Irsoy, Claire Cardie 2014
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Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson, Tong Zhang 2014
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Semi-Supervised Learning with Multi-View Embedding: Theory and Application with Convolutional Neural Networks Rie Johnson, Tong Zhang 2015
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Deep Visual-Semantic Alignments for Generating Image Descriptions Andrej Karpathy, Fei-Fei Li 2014
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Visualizing and Understanding Recurrent Networks Andrej Karpathy, Justin Johnson, Fei-Fei Li 2015
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Skip-Thought Vectors Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler 2015
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Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Ankit Kumar, Ozan Irsoy, Jonathan Su, James Bradbury, Robert English, Brian Pierce, Peter Ondruska, Ishaan Gulrajani, Richard Socher 2015
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Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni 2015
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``The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders Rémi Lebret, Ronan Collobert 2015
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Phrase-based Image Captioning Rémi Lebret, Pedro O. Pinheiro, Ronan Collobert 2015
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Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li, Dan Jurafsky 2015
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A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li, Minh-Thang Luong, Dan Jurafsky 2015
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Learning to Answer Questions From Image using Convolutional Neural Network Lin Ma, Zhengdong Lu, Hang Li 2015
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DopeLearning: A Computational Approach to Rap Lyrics Generation Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis 2015
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Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei, Mohit Bansal, Matthew R. Walter 2015
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Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeffrey Dean 2013
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Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum 2015
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Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation Jean Pouget-Abadie, Dzmitry Bahdanau, Bart van Merrienboer, KyungHyun Cho, Yoshua Bengio 2014
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Hierarchical Neural Network Generative Models for Movie Dialogues Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio, Aaron C. Courville, Joelle Pineau 2015
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A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan 2015
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Weakly Supervised Memory Networks Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus 2015
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Sequence to Sequence Learning with Neural Networks Ilya Sutskever, Oriol Vinyals, Quoc V. Le 2014
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A Neural Conversational Model Oriol Vinyals, Quoc V. Le 2015
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Syntax-based Deep Matching of Short Texts Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu 2015
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Structured Training for Neural Network Transition-Based Parsing David Weiss, Chris Alberti, Michael Collins, Slav Petrov 2015
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Long Short-Term Memory Sepp Hochreiter, Jürgen Schmidhuber 1997
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Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen 2014
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Neurocomputing: Foundations of Research David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams 1988
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Neural CRF Parsing Greg Durrett, Dan Klein 2015
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Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, Noah A. Smith 2015
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Sparse Overcomplete Word Vector Representations Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, Chris Dyer, Noah A. Smith 2015
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Non-distributional Word Vector Representations Manaal Faruqui, Chris Dyer 2015
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Unsupervised POS Induction with Word Embeddings Chu-Cheng Lin, Waleed Ammar, Chris Dyer, Lori Levin 2015
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Dependency Recurrent Neural Language Models for Sentence Completion Piotr Mirowski, Andreas Vlachos 2015
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A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions Bahar Salehi, Paul Cook, Timothy Baldwin 2015
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Unsupervised Morphology Induction Using Word Embeddings Radu Soricut, Franz Och 2015
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Deep Compositional Question Answering with Neural Module Networks Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein 2015
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Compressing Word Embeddings Martin Andrews 2015
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Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros, Chris Dyer, Noah A. Smith 2015
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Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors Marco Baroni, Georgiana Dinu, Germán Kruszewski 2014
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Generating Sentences from a Continuous Space Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Józefowicz, Samy Bengio 2015
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Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning Jianpeng Cheng, Dimitri Kartsaklis 2015
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Natural Language Processing (Almost) from Scratch Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel Kuksa 2011
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Modeling Newswire Events using Neural Networks for Anomaly Detection Pradeep Dasigi, Eduard Hovy 2014
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A Deep Learning Approach to Machine Transliteration Thomas Deselaers, Saša Hasan, Oliver Bender, Hermann Ney 2009
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Why Does Unsupervised Pre-training Help Deep Learning? Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent, Samy Bengio 2010
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A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg 2015
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Deep Residual Learning for Image Recognition Kiaming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun 2015
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The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston 2015
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Deep Unordered Composition Rivals Syntactic Methods for Text Classification Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, Hal Daumé III 2015
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Learning to Represent Words in Context with Multilingual Supervision Kazuya Kawakami, Chris Dyer 2015
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Towards a Better Understanding of Predict and Count Models S. Sathiya Keerthi, Tobias Schnabel, Rajiv Khanna 2015
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Convolutional Neural Networks for Sentence Classification Yoon Kim 2014
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Segmental Recurrent Neural Networks Lingpeng Kong, Chris Dyer, Noah A. Smith 2015
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Distributed representations of sentences and documents Quoc V Le, Tomas Mikolov 2014
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Reasoning in Vector Space: An Exploratory Study of Question Answering Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky 2015
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Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei, Regina Barzilay, Tommi Jaakkola 2015
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Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li, Dan Jurafsky 2015
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A Hierarchical Neural Autoencoder for Paragraphs and Documents Jiwei Li, Thang Luong, Dan Jurafsky 2015
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Visualizing and Understanding Neural Models in NLP Jiwei Li, Xinlei Chen, Eduard H. Hovy, Dan Jurafsky 2015
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Character-based Neural Machine Translation Wang Ling, Isabel Trancoso, Chris Dyer, Alan W. Black 2015
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Multi-task Sequence to Sequence Learning Minh-Thang Luong, Quoc V. Le, Ilya Sutskever, Oriol Vinyals, Lukasz Kaiser 2015
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Effective Approaches to Attention-based Neural Machine Translation Minh-Thang Luong, Hieu Pham, Christopher D. Manning 2015
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Mapping Unseen Words to Task-Trained Embedding Spaces Pranava Swaroop Madhyastha, Mohit Bansal, Kevin Gimpel, Karen Livescu 2015
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What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment Hongyuan Mei, Mohit Bansal, Matthew R. Walter 2015
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Efficient estimation of word representations in vector space Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean 2013
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Combining Neural Networks and Log-linear Models to Improve Relation Extraction Thien Huu Nguyen, Ralph Grishman 2015
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Parameterized Neural Network Language Models for Information Retrieval Benjamin Piwowarski, Sylvain Lamprier, Nicolas Despres 2015
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Semi-supervised Learning of Compact Document Representations with Deep Networks Marc' Aurelio Ranzato, Martin Szummer 2008
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Reasoning about Entailment with Neural Attention Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Phil Blunsom 2015
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word2vec Parameter Learning Explained Xin Rong 2014
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Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich, Barry Haddow, Alexandra Birch 2015
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Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai, Richard Socher, Christopher D. Manning 2015
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LSTM-based Deep Learning Models for non-factoid answer selection Ming Tan, Bing Xiang, Bowen Zhou 2015
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PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks Jian Tang, Meng Qu, Qiaozhu Mei 2015
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sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings Andrew Trask, Phil Michalak, John Liu 2015
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Blocks and Fuel: Frameworks for deep learning Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio 2015
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Order Matters: Sequence to sequence for sets Oriol Vinyals, Samy Bengio, Manjunath Kudlur 2015
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Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin 2015
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Solving Verbal Comprehension Questions in IQ Test by Knowledge-Powered Word Embedding Huazheng Wang, Bin Gao, Jiang Bian, Fei Tian, Tie-Yan Liu 2015
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Memory networks Jason Weston, Sumit Chopra, Antoine Bordes 2014
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Towards Universal Paraphrastic Sentence Embeddings John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu 2015
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Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin 2015
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Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training Majid Yazdani, James Henderson 2015
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Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin, Hinrich Schütze 2015
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Discriminative Phrase Embedding for Paraphrase Identification Wenpeng Yin, Hinrich Schütze 2015
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Learning Word Meta-Embeddings by Using Ensembles of Embedding Sets Wenpeng Yin, Hinrich Schütze 2015
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Empirical Study on Deep Learning Models for Question Answering Yang Yu, Wei Zhang, Chung-Wei Hang, Bowen Zhou 2015
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Text Understanding from Scratch Xiang Zhang, Yann LeCun 2015
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Character-level Convolutional Networks for Text Classification Xiang Zhang, Junbo Zhao, Yann LeCun 2015
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A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification Ye Zhang, Byron Wallace 2015
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Neural architectures for named entity recognition Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer 2016
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Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong, Stephen Merity, Richard Socher 2016
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A Latent Variable Recurrent Neural Network for Discourse Relation Language Models Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein 2016
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Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov 2012
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Easy-first dependency parsing with hierarchical tree LSTMs Eliyahu Kiperwasser, Yoav Goldberg 2016
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Quantifying the vanishing gradient and long distance dependency problem in recursive neural networks and recursive LSTMs Phong Le, Willem Zuidema 2016
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Character-based Neural Machine Translation Marta R Costa-Jussà, José AR Fonollosa 2016
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Comparing Convolutional Neural Networks to Traditional Models for Slot Filling Heike Adel, Benjamin Roth, Hinrich Schütze 2016
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Learning Natural Language Inference with LSTM Shuohang Wang, Jing Jiang 2015
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Learning to Compose Neural Networks for Question Answering Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein 2016
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Leveraging Sentence-level Information with Encoder LSTM for Natural Language Understanding Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu 2016
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Trans-gram, Fast Cross-lingual Word-embeddings Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum 2016
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Recent Advances in Convolutional Neural Networks Jiuxiang Gu, Zhenhua Wang, Jason Kuen, Lianyang Ma, Amir Shahroudy, Bing Shuai, Ting Liu, Xingxing Wang, Gang Wang 2015
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Morphological Inflection Generation Using Character Sequence to Sequence Learning Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer 2015
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Order-Embeddings of Images and Language Ivan Vendrov, Ryan Kiros, Sanja Fidler, Raquel Urtasun 2015
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Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat, Kyunghyun Cho, Yoshua Bengio 2016
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Incorporating Structural Alignment Biases into an Attentional Neural Translation Model Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer, Gholamreza Haffari 2016
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Language to Logical Form with Neural Attention Li Dong, Mirella Lapata 2016
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Mutual Information and Diverse Decoding Improve Neural Machine Translation Jiwei Li, Dan Jurafsky 2016
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The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal 2016
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Multi-Source Neural Translation Barret Zoph, Kevin Knight 2016
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End-to-end Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa, Mohit Bansal 2016
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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou 2015
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rnn : Recurrent Library for Torch Nicholas Léonard, Sagar Waghmare, Yang Wang, Jin-Hwa Kim 2015
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Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Katerina Tymoshenko, Alessandro Moschitti, Lluis Marquez 2015
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Character-aware neural language models Yoon Kim, Yacine Jernite, David Sontag, Alexander M Rush 2015
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Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian 2016
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Recurrent neural network grammars Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, Noah A Smith 2016
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Semi-supervised Clustering for Short Text via Deep Representation Learning Zhiguo Wang, Haitao Mi, Abraham Ittycheriah 2016
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Ultradense Word Embeddings by Orthogonal Transformation Sascha Rothe, Sebastian Ebert, Hinrich Schütze 2016
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Contextual LSTM (CLSTM) models for Large scale NLP tasks Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck 2016
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Authorship Attribution Using a Neural Network Language Model Zhenhao Ge, Yufang Sun, Mark JT Smith 2016
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Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill, Kyunghyun Cho, Anna Korhonen 2016
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Auto-Sizing Neural Networks: With Applications to n-gram Language Models Kenton Murray, David Chiang 2015
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Supervised and Semi-Supervised Text Categorization using One-Hot LSTM for Region Embeddings Rie Johnson, Tong Zhang 2016
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Massively Multilingual Word Embeddings Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, Noah A Smith 2016
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A convolutional neural network for modelling sentences Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom 2014
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Convolutional neural networks for sentence classification Yoon Kim 2014
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Neural machine translation by jointly learning to align and translate Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio 2014
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On the properties of neural machine translation: Encoder-decoder approaches Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau, Yoshua Bengio 2014
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Learning to execute Wojciech Zaremba, Ilya Sutskever 2014
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Improved semantic representations from tree-structured long short-term memory networks Kai Sheng Tai, Richard Socher, Christopher D Manning 2015
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Neural Programmer: Inducing latent programs with gradient descent Arvind Neelakantan, Quoc V Le, Ilya Sutskever 2015
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Natural Language Understanding with Distributed Representation Kyunghyun Cho 2015
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Neural Enquirer: Learning to Query Tables Pengcheng Yin, Zhengdong Lu, Hang Li, Ben Kao 2015
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Long short-term memory-networks for machine reading Jianpeng Cheng, Li Dong, Mirella Lapata 2016
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Item2Vec: Neural Item Embedding for Collaborative Filtering Oren Barkan, Noam Koenigstein 2016
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Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations Eliyahu Kiperwasser, Yoav Goldberg 2016
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Globally Normalized Transition-Based Neural Networks Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins 2016
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Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka 2016
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A Character-level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung, Kyunghyun Cho, Yoshua Bengio 2016
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A Persona-Based Neural Conversation Model Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan 2016
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Harnessing Deep Neural Networks with Logic Rules Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing 2016
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Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Vlad Serban, Alberto García-Durán, Caglar Gulcehre, Sungjin Ahn, Sarath Chandar, Aaron Courville, Yoshua Bengio 2016
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Recurrent Neural Network Encoder with Attention for Community Question Answering Wei-Ning Hsu, Yu Zhang, James Glass 2016
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A Tutorial on Deep Neural Networks for Intelligent Systems Juan C Cuevas-Tello, Manuel Valenzuela-Rendon, Juan A Nolazco-Flores 2016
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A Neural Network for Factoid Question Answering over Paragraphs Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, Hal Daum’e III 2014
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A Deep Architecture for Semantic Parsing Edward Grefenstette, Phil Blunsom, Nando de Freitas, Karl Moritz Hermann 2014
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A Long Short-Term Memory Framework for Predicting Humor in Dialogues Dario Bertero, Pascale Fung 2016
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Recurrent Neural Network Grammars Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, Noah A. Smith 2016
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Neural Architectures for Named Entity Recognition Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer 2016
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Joint Event Extraction via Recurrent Neural Networks Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman 2016
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Top-down Tree Long Short-Term Memory Networks Xingxing Zhang, Liang Lu, Mirella Lapata 2016
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Recurrent Memory Networks for Language Modeling Ke Tran, Arianna Bisazza, Christof Monz 2016
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A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein 2016
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Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks Yangtuo Peng, Hui Jiang 2016
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Grammatical error correction using neural machine translation Zheng Yuan, Ted Briscoe 2016
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Cross-lingual Wikification Using Multilingual Embeddings Chen-Tse Tsai, Dan Roth 2016
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Weighting Finite-State Transductions With Neural Context Pushpendre Rastogi, Ryan Cotterell, Jason Eisner 2016
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Visualizing and Understanding Neural Models in NLP Jiwei Li, Xinlei Chen, Eduard Hovy, Dan Jurafsky 2016
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Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat, Kyunghyun Cho, Yoshua Bengio 2016
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement Hua He, Jimmy Lin 2016
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The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal 2016
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Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies Barret Zoph, Ashish Vaswani, Jonathan May, Kevin Knight 2016
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Multilingual Language Processing From Bytes Dan Gillick, Cliff Brunk, Oriol Vinyals, Amarnag Subramanya 2016
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Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill, Kyunghyun Cho, Anna Korhonen 2016
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Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang, Honglak Lee, Dragomir R. Radev 2016
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Learning to Compose Neural Networks for Question Answering Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein 2016
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Reasoning About Pragmatics with Neural Listeners and Speakers Jacob Andreas, Dan Klein 2016
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Diverse Embedding Neural Network Language Models Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran 2014
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Training with Exploration Improves a Greedy Stack-LSTM Parser Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A Smith 2016
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Bayesian Neural Word Embedding Oren Barkan 2016
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Recursive neural networks can learn logical semantics Samuel R Bowman, Christopher Potts, Christopher D Manning 2014
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Importance weighted autoencoders Yuri Burda, Roger Grosse, Ruslan Salakhutdinov 2015
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Learning phrase representations using RNN encoder-decoder for statistical machine translation Kyunghyun Cho, Bart Van Merriënboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio 2014
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On the expressive power of deep learning: a tensor analysis Nadav Cohen, Or Sharir, Amnon Shashua 2015
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Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks Matthew Francis-Landau, Greg Durrett, Dan Klein 2016
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Incorporating both distributional and relational semantics in word representations Daniel Fried, Kevin Duh 2014
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Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings Spandana Gella, Mirella Lapata, Frank Keller 2016
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word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg, Omer Levy 2014
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Character-Level Question Answering with Attention David Golub, Xiaodong He 2016
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Generating sequences with recurrent neural networks Alex Graves 2013
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Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings Kazuma Hashimoto, Yoshimasa Tsuruoka 2016
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Embedding word similarity with neural machine translation Felix Hill, Kyunghyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio 2014
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Deep Unordered Composition Rivals Syntactic Methods for Text Classification Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, Hal Daum’e III 2015
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Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain, Amir Roshan Zamir, Silvio Savarese, Ashutosh Saxena 2015
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Densecap: Fully convolutional localization networks for dense captioning Justin Johnson, Andrej Karpathy, Li Fei-Fei 2015
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Dependency Parsing with LSTMs: An Empirical Evaluation Adhiguna Kuncoro, Yuichiro Sawai, Kevin Duh, Yuji Matsumoto 2016
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N-gram-based low-dimensional representation for document classification Rémi Lebret, Ronan Collobert 2014
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Simple image description generator via a linear phrase-based approach Rémi Lebret, Pedro O Pinheiro, Ronan Collobert 2014
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Addressing the rare word problem in neural machine translation Minh-Thang Luong, Ilya Sutskever, Quoc V Le, Oriol Vinyals, Wojciech Zaremba 2014
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Achieving open vocabulary neural machine translation with hybrid word-character models Minh-Thang Luong, Christopher D Manning 2016
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Generating images from captions with attention Elman Mansimov, Emilio Parisotto, Jimmy Lei Ba, Ruslan Salakhutdinov 2015
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Deep captioning with multimodal recurrent neural networks (m-rnn) Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan Yuille 2014
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Explain images with multimodal recurrent neural networks Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Alan L Yuille 2014
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A fast and simple algorithm for training neural probabilistic language models Andriy Mnih, Yee Whye Teh 2012
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A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James Allen 2016
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On Learning Vector Representations in Hierarchical Label Spaces Jinseok Nam, Johannes Fürnkranz 2014
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Towards neural network-based reasoning Baolin Peng, Zhengdong Lu, Hang Li, Kam-Fai Wong 2015
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Using Sentence-Level LSTM Language Models for Script Inference Karl Pichotta, Raymond J Mooney 2016
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Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank, Anders Søgaard, Yoav Goldberg 2016
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Neural programmer-interpreters Scott Reed, Nando de Freitas 2015
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Sentence-level grammatical error identification as sequence-to-sequence correction Allen Schmaltz, Yoon Kim, Alexander M Rush, Stuart M Shieber 2016
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Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks Aliaksei Severyn, Alessandro Moschitti 2016
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Swivel: Improving Embeddings by Noticing What's Missing Noam Shazeer, Ryan Doherty, Colin Evans, Chris Waterson 2016
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Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection Sheng-syun Shen, Hung-yi Lee 2016
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Deep unsupervised learning using nonequilibrium thermodynamics Jascha Sohl-Dickstein, Eric A Weiss, Niru Maheswaranathan, Surya Ganguli 2015
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Leveraging monolingual data for crosslingual compositional word representations Hubert Soyer, Pontus Stenetorp, Akiko Aizawa 2014
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Highway networks Rupesh Kumar Srivastava, Klaus Greff, Jürgen Schmidhuber 2015
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Inducing Semantic Representation from Text by Jointly Predicting and Factorizing Relations Ivan Titov, Ehsan Khoddam 2014
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Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay, Manaal Faruqui, Chris Dyer, Dan Roth 2016
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Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Šuster, Ivan Titov, Gertjan van Noord 2016
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SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions Han Xiao, Minlie Huang, Xiaoyan Zhu 2016
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Neural language correction with character-based attention Ziang Xie, Anand Avati, Naveen Arivazhagan, Dan Jurafsky, Andrew Y Ng 2016
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Show, attend and tell: Neural image caption generation with visual attention Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard S Zemel, Yoshua Bengio 2015
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Attention-Based Convolutional Neural Network for Machine Comprehension Wenpeng Yin, Sebastian Ebert, Hinrich Schütze 2016
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Discriminative Phrase Embedding for Paraphrase Identification Wenpeng Yin, Hinrich Schütze 2016
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Sketch-a-net that beats humans Qian Yu, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy Hospedales 2015
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Embedding Lexical Features via Low-Rank Tensors Mo Yu, Mark Dredze, Raman Arora, Matthew Gormley 2016
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Word Sense Disambiguation with Neural Language Models Dayu Yuan, Ryan Doherty, Julian Richardson, Colin Evans, Eric Altendorf 2016
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Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks Shaodian Zhang, Edouard Grave, Elizabeth Sklar, Noemie Elhadad 2016
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Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight 2016
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Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg 2016
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Neural versus Phrase-Based Machine Translation Quality: a Case Study Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, Marcello Federico 2016
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Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi, Kai-Wei Chang, James Y. Zou, Venkatesh Saligrama, Adam Kalai 2016
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Zero-Resource Translation with Multi-Lingual Neural Machine Translation Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho 2016
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node2vec: Scalable Feature Learning for Networks Aditya Grover, Jure Leskovec 2016
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Reading Scene Text in Deep Convolutional Sequences Pan He, Weilin Huang, Yu Qiao, Chen Change Loy, Xiaoou Tang 2015
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Teaching Machines to Read and Comprehend Karl Moritz Hermann, Tomás Kociský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom 2015
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Discovery of Latent Factors in High-dimensional Data Using Tensor Methods Furong Huang 2016
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Exploring the Limits of Language Modeling Rafal Józefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu 2016
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Sequence-Level Knowledge Distillation Yoon Kim, Alexander M. Rush 2016
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Rationalizing Neural Predictions Tao Lei, Regina Barzilay, Tommi S. Jaakkola 2016
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Neural Net Models for Open-Domain Discourse Coherence Jiwei Li, Dan Jurafsky 2016
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Deep Reinforcement Learning for Dialogue Generation Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky 2016
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Pixel Recurrent Neural Networks Aäron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu 2016
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A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit 2016
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Dialog state tracking, a machine reading approach using a memory-enhanced neural network Julien Perez 2016
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Learning to Segment Object Candidates Pedro H. O. Pinheiro, Ronan Collobert, Piotr Dollár 2015
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Attentive Pooling Networks Cícero Nogueira dos Santos, Ming Tan, Bing Xiang, Bowen Zhou 2016
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Neural Machine Translation of Rare Words with Subword Units Rico Sennrich, Barry Haddow, Alexandra Birch 2015
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Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt, Sebastian Gehrmann, Bernd Huber, Hanspeter Pfister, Alexander M. Rush 2016
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Coverage-based Neural Machine Translation Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li 2016
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Dialog-based Language Learning Jason Weston 2016
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From Paraphrase Database to Compositional Paraphrase Model and Back John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu 2015
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Charagram: Embedding Words and Sentences via Character n-grams John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu 2016
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End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning Jason D. Williams, Geoffrey Zweig 2016
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Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman, Alexander M. Rush 2016
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Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States Ashish Vaswani, Kenji Sagae 2016
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A Neural Knowledge Language Model Sungjin Ahn, Heeyoul Choi, Tanel Pärnamaa, Yoshua Bengio 2016
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First Result on Arabic Neural Machine Translation Amjad Almahairi, Kyunghyun Cho, Nizar Habash, Aaron Courville 2016
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Deep Learning applied to Image and Text matching Afroze Ibrahim Baqapuri 2015
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Morphological Priors for Probabilistic Neural Word Embeddings Parminder Bhatia, Robert Guthrie, Jacob Eisenstein 2016
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Quantifying and Reducing Stereotypes in Word Embeddings Tolga Bolukbasi, Kai-Wei Chang, James Zou, Venkatesh Saligrama, Adam Kalai 2016
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Learning distributed word representations for natural logic reasoning Samuel R Bowman, Christopher Potts, Christopher D Manning 2014
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Semantic Representations of Word Senses and Concepts José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar 2016
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Hierarchical Memory Networks Sarath Chandar, Sungjin Ahn, Hugo Larochelle, Pascal Vincent, Gerald Tesauro, Yoshua Bengio 2016
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Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen, Ben Athiwaratkun, Yu Sun, Kilian Weinberger, Claire Cardie 2016
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Semi-Supervised Learning for Neural Machine Translation Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu 2016
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Can neural machine translation do simultaneous translation? Kyunghyun Cho, Masha Esipova 2016
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Context-Dependent Word Representation for Neural Machine Translation Heeyoul Choi, Kyunghyun Cho, Yoshua Bengio 2016
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Improving Coreference Resolution by Learning Entity-Level Distributed Representations Kevin Clark, Christopher D Manning 2016
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Very Deep Convolutional Networks for Natural Language Processing Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann Lecun 2016
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CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases Zihang Dai, Lei Li, Wei Xu 2016
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Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das, Arvind Neelakantan, David Belanger, Andrew McCallum 2016
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De-identification of Patient Notes with Recurrent Neural Networks Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner, Peter Szolovits 2016
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Gated-Attention Readers for Text Comprehension Bhuwan Dhingra, Hanxiao Liu, William W Cohen, Ruslan Salakhutdinov 2016
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Neural crf parsing Greg Durrett, Dan Klein 2015
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Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge Marc Dymetman, Chunyang Xiao 2016
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Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, Chris Dyer 2016
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Neural turing machines Alex Graves, Greg Wayne, Ivo Danihelka 2014
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Pointing the Unknown Words Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio 2016
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Modeling Human Reading with Neural Attention Michael Hahn, Frank Keller 2016
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Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L Hamilton, Jure Leskovec, Dan Jurafsky 2016
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Deep speech: Scaling up end-to-end speech recognition Awni Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, others 2014
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Text comparison using word vector representations and dimensionality reduction Hendrik Heuer 2016
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Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition Furong Huang, Animashree Anandkumar 2016
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Hierarchical Character-Word Models for Language Identification Aaron Jaech, George Mulcaire, Shobhit Hathi, Mari Ostendorf, Noah A Smith 2016
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Data recombination for neural semantic parsing Robin Jia, Percy Liang 2016
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Bag of Tricks for Efficient Text Classification Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov 2016
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Proceedings of the 2016 Workshop on Semantic Spaces at the Intersection of NLP, Physics and Cognitive Science Dimitrios Kartsaklis, Martha Lewis, Laura Rimell 2016
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Siamese CBOW: Optimizing Word Embeddings for Sentence Representations Tom Kenter, Alexey Borisov, Maarten de Rijke 2016
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Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Viktoriya Krakovna, Finale Doshi-Velez 2016
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Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations David Krueger, Tegan Maharaj, János Kramár, Mohammad Pezeshki, Nicolas Ballas, Nan Rosemary Ke, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Aaron Courville, others 2016
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Global Neural CCG Parsing with Optimality Guarantees Kenton Lee, Mike Lewis, Luke Zettlemoyer 2016
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Neural Network-based Word Alignment through Score Aggregation Joël Legrand, Michael Auli, Ronan Collobert 2016
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Reconsidering Cross-lingual Word Embeddings Omer Levy, Anders Søgaard, Yoav Goldberg 2016
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When are tree structures necessary for deep learning of representations? Jiwei Li, Minh-Thang Luong, Dan Jurafsky, Eudard Hovy 2015
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Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, Regina Barzilay 2016
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Semantic Spaces Yuri Manin, Matilde Marcolli 2016
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A Coverage Embedding Model for Neural Machine Translation Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah 2016
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Vocabulary Manipulation for Neural Machine Translation Haitao Mi, Zhiguo Wang, Abe Ittycheriah 2016
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Key-Value Memory Networks for Directly Reading Documents Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston 2016
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Gated Word-Character Recurrent Language Model Yasumasa Miyamoto, Kyunghyun Cho 2016
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Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec Christopher E Moody 2016
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Word2Vec is only a special case of Kernel Correspondence Analysis and Kernels for Natural Language Processing Hirotaka Niitsuma 2016
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The LAMBADA dataset: Word prediction requiring a broad discourse context Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández 2016
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How to construct deep recurrent neural networks Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Yoshua Bengio 2013
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Video Description using Bidirectional Recurrent Neural Networks Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta 2016
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De-conflated semantic representations Mohammad Taher Pilehvar, Nigel Collier 2016
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Generative adversarial text to image synthesis Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee 2016
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Movie Description Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Pal, Hugo Larochelle, Aaron Courville, Bernt Schiele 2016
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A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha, Mitesh M Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho 2016
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Robsut Wrod Reocginiton via semi-Character Recurrent Neural Network Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme 2016
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Temporal Attention Model for Neural Machine Translation Baskaran Sankaran, Haitao Mi, Yaser Al-Onaizan, Abe Ittycheriah 2016
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Compression of Neural Machine Translation Models via Pruning Abigail See, Minh-Thang Luong, Christopher D Manning 2016
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Edinburgh Neural Machine Translation Systems for WMT 16 Rico Sennrich, Barry Haddow, Alexandra Birch 2016
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Linguistic Input Features Improve Neural Machine Translation Rico Sennrich, Barry Haddow 2016
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Query-Regression Networks for Machine Comprehension Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi 2016
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A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio 2016
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Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville 2016
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Neural responding machine for short-text conversation Lifeng Shang, Zhengdong Lu, Hang Li 2015
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Sense Embedding Learning forWord Sense Induction Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea 2016
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Iterative Alternating Neural Attention for Machine Reading Alessandro Sordoni, Phillip Bachman, Yoshua Bengio 2016
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Syntactically Guided Neural Machine Translation Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne 2016
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Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer, Noah A Smith 2016
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Neural Machine Translation with External Phrase Memory Yaohua Tang, Fandong Meng, Zhengdong Lu, Hang Li, Philip LH Yu 2016
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On the Convergent Properties of Word Embedding Methods Yingtao Tian, Vivek Kulkarni, Bryan Perozzi, Steven Skiena 2016
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Learning Semantically and Additively Compositional Distributional Representations Ran Tian, Naoaki Okazaki, Kentaro Inui 2016
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Correlation-based Intrinsic Evaluation of Word Vector Representations Yulia Tsvetkov, Manaal Faruqui, Chris Dyer 2016
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Automatic selection of context configurations for improved (and fast) class-specific word representations Ivan Vulic?, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen 2016
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Word Representation Models for Morphologically Rich Languages in Neural Machine Translation Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari 2016
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Separating answers from queries for neural reading comprehension Dirk Weissenborn 2016
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Encode, Review, and Decode: Reviewer Module for Caption Generation Zhilin Yang, Ye Yuan, Yuexin Wu, Ruslan Salakhutdinov, William W Cohen 2016
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An Attentional Neural Conversation Model with Improved Specificity Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Kam-Fai Wong 2016
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Simple Question Answering by Attentive Convolutional Neural Network Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze 2016
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Recurrent neural network regularization Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals 2014
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A Character-level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung, Kyunghyun Cho, Yoshua Bengio 2016
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Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings Kazuma Hashimoto, Yoshimasa Tsuruoka 2016
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Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text Kristina Toutanova, Victoria Lin, Wen-tau Yih, Hoifung Poon, Chris Quirk 2016
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Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay, Manaal Faruqui, Chris Dyer, Dan Roth 2016
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Data Recombination for Neural Semantic Parsing Robin Jia, Percy Liang 2016
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Deep Fusion LSTMs for Text Semantic Matching Pengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang 2016
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Embeddings for Word Sense Disambiguation: An Evaluation Study Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli 2016
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End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma, Eduard Hovy 2016
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Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus Iulian Vlad Serban, Alberto Garc?ia-Durán, Caglar Gulcehre, Sungjin Ahn, Sarath Chandar, Aaron Courville, Yoshua Bengio 2016
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Globally Normalized Transition-Based Neural Networks Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins 2016
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Harnessing Deep Neural Networks with Logic Rules Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing 2016
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Improving Coreference Resolution by Learning Entity-Level Distributed Representations Kevin Clark, Christopher D. Manning 2016
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Intrinsic Subspace Evaluation of Word Embedding Representations Yadollah Yaghoobzadeh, Hinrich Schütze 2016
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Investigating Language Universal and Specific Properties in Word Embeddings Peng Qian, Xipeng Qiu, Xuanjing Huang 2016
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Language to Logical Form with Neural Attention Li Dong, Mirella Lapata 2016
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Learning Text Pair Similarity with Context-sensitive Autoencoders Hadi Amiri, Philip Resnik, Jordan Boyd-Graber, Hal Daumé III 2016
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Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Brian MacWhinney, Chris Dyer 2016
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Morphological Smoothing and Extrapolation of Word Embeddings Ryan Cotterell, Hinrich Schütze, Jason Eisner 2016
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Neural Networks For Negation Scope Detection Federico Fancellu, Adam Lopez, Bonnie Webber 2016
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Neural Semantic Role Labeling with Dependency Path Embeddings Michael Roth, Mirella Lapata 2016
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Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time Silvio Cordeiro, Carlos Ramisch, Marco Idiart, Aline Villavicencio 2016
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Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network Zhisong Zhang, Hai Zhao, Lianhui Qin 2016
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Query Expansion with Locally-Trained Word Embeddings Fernando Diaz, Bhaskar Mitra, Nick Craswell 2016
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Semi-Supervised Learning for Neural Machine Translation Yong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu 2016
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Siamese CBOW: Optimizing Word Embeddings for Sentence Representations Tom Kenter, Alexey Borisov, Maarten de Rijke 2016
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Strategies for Training Large Vocabulary Neural Language Models Wenlin Chen, David Grangier, Michael Auli 2016
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Summarizing Source Code using a Neural Attention Model Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer 2016
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Tree-to-Sequence Attentional Neural Machine Translation Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka 2016
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Character-based Neural Machine Translation Marta R. Costa-jussà, José A. R. Fonollosa 2016
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Cross-Lingual Word Representations via Spectral Graph Embeddings Takamasa Oshikiri, Kazuki Fukui, Hidetoshi Shimodaira 2016
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Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages Joël Legrand, Ronan Collobert 2016
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Improving cross-domain n-gram language modelling with skipgrams Louis Onrust, Antal van den Bosch, Hugo Van hamme 2016
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Semantics-Driven Recognition of Collocations Using Word Embeddings Sara Rodr?iguez-Fernández, Luis Espinosa Anke, Roberto Carlini, Leo Wanner 2016
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Syntactically Guided Neural Machine Translation Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne 2016
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Generalizing and Hybridizing Count-based and Neural Language Models Graham Neubig, Chris Dyer 2016
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Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng, Li Dong, Mirella Lapata 2016
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WordRank: Learning Word Embeddings via Robust Ranking Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan 2016
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Neural Text Generation from Structured Data with Application to the Biography Domain Rémi Lebret, David Grangier, Michael Auli 2016
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Key-Value Memory Networks for Directly Reading Documents Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston 2016
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LSTM Shift-Reduce CCG Parsing Wenduan Xu 2016
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Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight 2016
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Global Neural CCG Parsing with Optimality Guarantees Kenton Lee, Mike Lewis, Luke Zettlemoyer 2016
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Zero-Resource Translation with Multi-Lingual Neural Machine Translation Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman Vural, Kyunghyun Cho 2016
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Charagram: Embedding Words and Sentences via Character n-grams John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu 2016
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Neural Shift-Reduce CCG Semantic Parsing Dipendra Kumar Misra, Yoav Artzi 2016
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Why Neural Translations are the Right Length Xing Shi, Kevin Knight, Deniz Yuret 2016
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Learning Robust Representations of Text Yitong Li, Trevor Cohn, Timothy Baldwin 2016
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SYSTRAN's Pure Neural Machine Translation Systems Josep Crego, Jungi Kim, Guillaume Klein, Anabel Rebollo, Kathy Yang, Jean Senellart, Egor Akhanov, Patrice Brunelle, Aurelien Coquard, Yongchao Deng, others 2016
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Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu, Angeliki Lazaridou, Marco Baroni 2014
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Deep biaffine attention for neural dependency parsing Timothy Dozat, Christopher D Manning 2016
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TheanoLM-An Extensible Toolkit for Neural Network Language Modeling Seppo Enarvi, Mikko Kurimo 2016
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A theoretically grounded application of dropout in recurrent neural networks Yarin Gal 2015
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End-to-End Neural Sentence Ordering Using Pointer Network Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang 2016
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Towards a formal distributional semantics: Simulating logical calculi with tensors Edward Grefenstette 2013
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Learning to translate in real-time with neural machine translation Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor OK Li 2016
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A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher 2016
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Multilingual distributed representations without word alignment Karl Moritz Hermann, Phil Blunsom 2013
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Answering Complicated Question Intents Expressed in Decomposed Question Sequences Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang 2016
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Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson, Mike Schuster, Quoc V Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, others 2016
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Neural machine translation in linear time Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aaron van den Oord, Alex Graves, Koray Kavukcuoglu 2016
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Semantic parsing with semi-supervised sequential autoencoders Tomáš Ko?isky?, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Karl Moritz Hermann 2016
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An empirical evaluation of doc2vec with practical insights into document embedding generation Jey Han Lau, Timothy Baldwin 2016
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Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li, Wei Li, Zhengyan He, Xuguang Wang, Ying Cao, Jie Zhou, Wei Xu 2016
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Exploiting similarities among languages for machine translation Tomas Mikolov, Quoc V Le, Ilya Sutskever 2013
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Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne, Shashi Narayan, Shay B Cohen 2015
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Exploring phrase-compositionality in skip-gram models Xiaochang Peng, Daniel Gildea 2016
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Word Ordering Without Syntax Allen Schmaltz, Alexander M Rush, Stuart M Shieber 2016
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Stochastic language generation in dialogue using recurrent neural networks with convolutional sentence reranking Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve Young 2015
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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, others 2016
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Achieving human parity in conversational speech recognition Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig 2016
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Dynamic Coattention Networks For Question Answering Caiming Xiong, Victor Zhong, Richard Socher 2016
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Neural Machine Translation with Recurrent Attention Modeling Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer, Alex Smola 2016
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Attention with Intention for a Neural Network Conversation Model Kaisheng Yao, Geoffrey Zweig, Baolin Peng 2015
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Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, Bo Xu 2016
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Character Sequence Models for ColorfulWords Kazuya Kawakami, Chris Dyer, Bryan R. Routledge, Noah A. Smith 2016
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Semi-Supervised Classification with Graph Convolutional Networks Thomas N. Kipf, Max Welling 2016
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A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs Shayne Longpre, Sabeek Pradhan, Caiming Xiong, Richard Socher 2016
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Polyglot: Distributed word representations for multilingual nlp Rami Al-Rfou, Bryan Perozzi, Steven Skiena 2013
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Many languages, one parser Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, Noah A Smith 2016
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Deep Voice: Real-time neural text-to-speech Sercan O Arik, Mike Chrzanowski, Adam Coates, Gregory Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Jonathan Raiman, Shubho Sengupta, others 2017
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A Neural Networks Approach to Predicting How Things Might Have Turned Out Had I Mustered the Nerve to Ask Barry Cottonfield to the Junior Prom Back in 1997 Eve Armstrong 2017
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Linear algebraic structure of word senses, with applications to polysemy Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski 2016
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Designing Neural Network Architectures using Reinforcement Learning Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar 2016
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A fast unified model for parsing and sentence understanding Samuel R Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D Manning, Christopher Potts 2016
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Quasi-Recurrent Neural Networks James Bradbury, Stephen Merity, Caiming Xiong, Richard Socher 2016
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Listen, attend and spell William Chan, Navdeep Jaitly, Quoc V Le, Oriol Vinyals 2015
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The expressive power of word embeddings Yanqing Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena 2013
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Language Modeling with Gated Convolutional Networks Yann N Dauphin, Angela Fan, Michael Auli, David Grangier 2016
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Query expansion with locally-trained word embeddings Fernando Diaz, Bhaskar Mitra, Nick Craswell 2016
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Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task Nan Ding, Sebastian Goodman, Fei Sha, Radu Soricut 2016
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One-Shot Imitation Learning Yan Duan, Marcin Andrychowicz, Bradly Stadie, Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba 2017
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Learning to parse and translate improves neural machine translation Akiko Eriguchi, Yoshimasa Tsuruoka, Kyunghyun Cho 2017
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Pathnet: Evolution channels gradient descent in super neural networks Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A Rusu, Alexander Pritzel, Daan Wierstra 2017
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Tracking the World State with Recurrent Entity Networks Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun 2016
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Multi-Scale Dense Convolutional Networks for Efficient Prediction Gao Huang, Danlu Chen, Tianhong Li, Felix Wu, Laurens van der Maaten, Kilian Q Weinberger 2017
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Billion-scale similarity search with GPUs Jeff Johnson, Matthijs Douze, Hervé Jégou 2017
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Structured attention networks Yoon Kim, Carl Denton, Luong Hoang, Alexander M Rush 2017
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Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen, Emmanuel Dupoux, Yoav Goldberg 2016
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Deep learning with dynamic computation graphs Moshe Looks, Marcello Herreshoff, DeLesley Hutchins, Peter Norvig 2017
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Deep Photo Style Transfer Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala 2017
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Pointer Sentinel Mixture Models Stephen Merity, Caiming Xiong, James Bradbury, Richard Socher 2016
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Language as a latent variable: Discrete generative models for sentence compression Yishu Miao, Phil Blunsom 2016
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Evolving Deep Neural Networks Risto Miikkulainen, Jason Liang, Elliot Meyerson, Aditya Rawal, Dan Fink, Olivier Francon, Bala Raju, Arshak Navruzyan, Nigel Duffy, Babak Hodjat 2017
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Coupling Distributed and Symbolic Execution for Natural Language Queries Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin 2016
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All-but-the-Top: Simple and Effective Postprocessing for Word Representations Jiaqi Mu, Suma Bhat, Pramod Viswanath 2017
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Learning a Natural Language Interface with Neural Programmer Arvind Neelakantan, Quoc V Le, Martin Abadi, Andrew McCallum, Dario Amodei 2016
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DyNet: The Dynamic Neural Network Toolkit Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, others 2017
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Neural Episodic Control Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell 2017
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Autoextend: Extending word embeddings to embeddings for synsets and lexemes Sascha Rothe, Hinrich Schütze 2015
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Dynamic Bernoulli Embeddings for Language Evolution Maja Rudolph, David Blei 2017
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One-shot learning with memory-augmented neural networks Adam Santoro, Sergey Bartunov, Matthew Botvinick, Daan Wierstra, Timothy Lillicrap 2016
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Boosting named entity recognition with neural character embeddings Cicero Nogueira dos Santos, Victor Guimaraes 2015
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Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks Uri Shaham, Roy Lederman 2015
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Outrageously large neural networks: The sparsely-gated mixture-of-experts layer Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc Le, Geoffrey Hinton, Jeff Dean 2017
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Search Personalization with Embeddings Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis 2016
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Sentence similarity learning by lexical decomposition and composition Zhiguo Wang, Haitao Mi, Abraham Ittycheriah 2016
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Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuangjing Huang 2016
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Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W Cohen, Ruslan Salakhutdinov 2016
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Learning to compose words into sentences with reinforcement learning Dani Yogatama, Phil Blunsom, Chris Dyer, Edward Grefenstette, Wang Ling 2016
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A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment Haonan Yu, Haichao Zhang, Wei Xu 2017
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Towards end-to-end learning for dialog state tracking and management using deep reinforcement learning Tiancheng Zhao, Maxine Eskenazi 2016
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A Efros 2017
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Neural architecture search with reinforcement learning Barret Zoph, Quoc V Le 2016
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Bayesian Recurrent Neural Networks Meire Fortunato, Charles Blundell, Oriol Vinyals 2017
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A neural algorithm of artistic style Leon A Gatys, Alexander S Ecker, Matthias Bethge 2015
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A neural transducer Navdeep Jaitly, David Sussillo, Quoc V Le, Oriol Vinyals, Ilya Sutskever, Samy Bengio 2015
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Document context language models Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, Jacob Eisenstein 2015
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Unifying visual-semantic embeddings with multimodal neural language models Ryan Kiros, Ruslan Salakhutdinov, Richard S Zemel 2014
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What Do Recurrent Neural Network Grammars Learn About Syntax? Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A Smith 2016
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Dialogue Learning With Human-In-The-Loop Jiwei Li, Alexander H Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston 2016
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Neural Semantic Encoders Tsendsuren Munkhdalai, Hong Yu 2016
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Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig 2017
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Task-Oriented Query Reformulation with Reinforcement Learning Rodrigo Nogueira, Kyunghyun Cho 2017
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On the expressive power of deep neural networks Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein 2016
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Neural Paraphrase Identification of Questions with Noisy Pretraining Gaurav Singh Tomar, Thyago Duque, Oscar Täckström, Jakob Uszkoreit, Dipanjan Das 2017
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Do Deep Convolutional Nets Really Need to be Deep and Convolutional? Gregor Urban, Krzysztof J Geras, Samira Ebrahimi Kahou, Ozlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matt Richardson 2016
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Adversarial Neural Machine Translation Lijun Wu, Yingce Xia, Li Zhao, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu 2017
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Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen Yang, Wei Chen, Feng Wang, Bo Xu 2017
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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan Lowe, Nissan Pow, Iulian Serban, Joelle Pineau 2015
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Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems Pei-Hao Su, David Vandyke, Milica Gasic, Nikola Mrksic, Tsung-Hsien Wen, Steve Young 2015
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Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems Pei-hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young 2015
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Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-hao Su, David Vandyke, Steve J. Young 2015
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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve Young 2015
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A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan 2016
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Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen, Milica Gaši?, Nikola Mrkši?, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve Young 2016
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Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding Yangyang Shi, Kaisheng Yao, Hu Chen, Dong Yu, Yi-Cheng Pan, Mei-Yuh Hwang 2016
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Natural Language Communication with Robots Yonatan Bisk, Deniz Yuret, Daniel Marcu 2016
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Evaluating prerequisite qualities for learning end-to-end dialog systems Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston 2015
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StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation Xiang Li, Lili Mou, Rui Yan, Ming Zhang 2016
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How NOT to evaluate your dialogue system: An empirical study of unsupervised evaluation metrics for dialogue response generation Chia-Wei Liu, Ryan Lowe, Iulian V Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau 2016
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LSTM based Conversation Models Yi Luan, Yangfeng Ji, Mari Ostendorf 2016
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Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M Rojas-Barahona, Pei-Hao Su, David Vandyke, Steve Young 2016
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A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young 2016
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Learning End-to-End Goal-Oriented Dialog Antoine Bordes, Jason Weston 2016
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Towards Multi-Agent Communication-Based Language Learning Angeliki Lazaridou, Nghia The Pham, Marco Baroni 2016
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On the Evaluation of Dialogue Systems with Next Utterance Classification Ryan Lowe, Iulian V Serban, Mike Noseworthy, Laurent Charlin, Joelle Pineau 2016
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Neural Belief Tracker: Data-Driven Dialogue State Tracking Nikola Mrkšic?, Diarmuid Ó Séaghdha, Tsung-Hsien Wen, Blaise Thomson, Steve Young 2016
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Continuously Learning Neural Dialogue Management Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young 2016
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young 2016
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen, Milica Gasic, Nikola Mrkši?, Lina M. Rojas Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young 2016
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Reasoning about Pragmatics with Neural Listeners and Speakers Jacob Andreas, Dan Klein 2016
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How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu, Ryan Lowe, Iulian Serban, Mike Noseworthy, Laurent Charlin, Joelle Pineau 2016
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Deep Reinforcement Learning for Dialogue Generation Jiwei Li, Will Monroe, Alan Ritter, Dan Jurafsky, Michel Galley, Jianfeng Gao 2016
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Coherent Dialogue with Attention-based Language Models Hongyuan Mei, Mohit Bansal, Matthew R Walter 2016
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A context-aware natural language generator for dialogue systems Ond?ej Dušek, Filip Jur?í?ek 2016
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Controllable Text Generation Zhiting Hu, Zichao Yang, Xiaodan Liang, Ruslan Salakhutdinov, Eric P Xing 2017
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Data Distillation for Controlling Specificity in Dialogue Generation Jiwei Li, Will Monroe, Dan Jurafsky 2017
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End-to-end task-completion neural dialogue systems Xuijun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao 2017
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A survey of available corpora for building data-driven dialogue systems Iulian Vlad Serban, Ryan Lowe, Laurent Charlin, Joelle Pineau 2015
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On-line active reward learning for policy optimisation in spoken dialogue systems Pei-Hao Su, Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve Young 2016
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Context-aware Natural Language Generation with Recurrent Neural Networks Jian Tang, Yifan Yang, Sam Carton, Ming Zhang, Qiaozhu Mei 2016
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Learning Through Dialogue Interactions Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston 2016
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Little Science, Big Science...and Beyond Derek J. Price 1963
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The Exponential Increase of Man's Cultural Output Harvey C. Lehman 1947
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An index to quantify an individual's scientific research output that takes into account the effect of multiple coauthorship J. E. Hirsch 2010
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Nobel Laureates in Science: Patterns of Productivity, Collaboration, and Authorship Harriet Zuckerman 1967
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Eurekometrics: Analyzing the Nature of Discovery Arbesman, Samuel AND Christakis, Nicholas A. 2011
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Citation analysis of physics journals: Comparison of subfields of physics N. Midorikawa 1983
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Geographic Constraints on Social Network Groups Onnela, Jukka-Pekka AND Arbesman, Samuel AND González, Marta C. AND Barabási, Albert-László AND Christakis, Nicholas A. 2011
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Large-scale prediction of drug target relationships Michael Kuhn, Mónica Campillos, Paula González, Lars Juhl Jensen, Peer Bork 2008
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COntradicted and initially stronger effects in highly cited clinical research Ioannidis JA 2005
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Nonuniversal power law scaling in the probability distribution of scientific citations George J. Peterson, Steve Pressé, Ken A. Dill 2010
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Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing C. Lee Giles, Isaac G. Councill 2004
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h-Index: A review focused in its variants, computation and standardization for different scientific fields S. Alonso, F. J. Cabrerizo, E. Herrera-Viedma, F. Herrera 2009
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Hirsch index rankings require scaling and higher moment Aggelos Bletsas, John N. Sahalos 2009
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Using the impact factor and H index to assess researchers and publications. Petronio Generoso Thomaz, Renato Samy Assad, Luiz Felipe P Moreira 2011
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The e-Index, Complementing the h-Index for Excess Citations Chun-Ting Zhang 2009
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Predicting a scientific community's response to an article Dani Yogatama, Michael Heilman, Brendan O'Connor, Chris Dyer, Bryan R. Routledge, Noah A. Smith 2011
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Context-aware citation recommendation Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, Lee Giles 2010
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Citation recommendation without author supervision Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles 2011
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The simultaneous evolution of author and paper networks. Katy Börner, Jeegar T. Maru, Robert L. Goldstone 2004
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Unsupervised prediction of citation influences Laura Dietz, Steffen Bickel, Tobias Scheffer 2007
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Mixed-membership models of scientific publications Elena Erosheva, Stephen Fienberg, John Lafferty 2004
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Mining a digital library for influential authors David Mimno, Andrew McCallum 2007
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Citation prediction using time series approach kdd cup 2003 (task 1) J. N. Manjunatha, K. R. Sivaramakrishnan, Raghavendra Kumar Pandey, M. Narasimha Murthy 2003
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Earlier Web usage statistics as predictors of later citation impact Tim Brody, Stevan Harnad, Leslie Carr 2006
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Do Altmetrics Work? Twitter and Ten Other Social Web Services Mike Thelwall, Stefanie Haustein, Vincent Larivière, Cassidy R. Sugimoto 2013
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A Hirsch-type index for journals Tibor Braun, Wolfgang Glänzel, András Schubert 2006
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An index to quantify an individual’s scientific research output that takes into account the effect of multiple coauthorship J. E. Hirsch 2010
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Citation indexes for science. A new dimension in documentation through association of ideas E. Garfield 2006
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Does the h index have predictive power? Jorge E. Hirsch 2007
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The e-Index, Complementing the h-Index for Excess Citations Chun-Ting Zhang 2009
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The h’-Index, Effectively Improving the h-Index Based on the Citation Distribution Chun-Ting Zhang 2013
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The history and meaning of the journal impact factor Eugene Garfield 2006
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Theory and practise of the g-index Leo Egghe 2006
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Measuring the value and prestige of scholarly journals C. Eigenfactor Bergstrom 2007
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The eigenrumor algorithm for calculating contributions in cyberspace communities Ko Fujimura, Naoto Tanimoto 2005
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A general framework for analysing diversity in science, technology and society Andy Stirling 2007
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Quadratic entropy and analysis of diversity C. R. Rao 2010
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Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience Ismael Rafols, Martin Meyer 2009
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Is science becoming more interdisciplinary? Measuring and mapping six research fields over time Alan L. Porter, Ismael Rafols 2009
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Studying the history of ideas using topic models David Hall, Daniel Jurafsky, Christopher D. Manning 2008
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Citing for high impact Xiaolin Shi, Jure Leskovec, Daniel A. McFarland 2010
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Predictive effects of structural variation on citation counts Chaomei Chen 2012
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Citation count prediction: Learning to estimate future citations for literature Rui Yan, Jie Tang, Xiaobing Liu, Dongdong Shan, Xiaoming Li 2011
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Estimating number of citations using author reputation Carlos Castillo, Debora Donato, Aristides Gionis 2007
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Models for predicting and explaining citation count of biomedical articles Lawrence D. Fu, Constantin Aliferis 2008
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ConText: an algorithm for identifying contextual features from clinical text Wendy W. Chapman, David Chu, John N. Dowling 2007
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Clustering cliques for graph-based summarization of the biomedical research literature Han Zhang, Marcelo Fiszman, Dongwook Shin, Bartomiej Wilkowski, Thomas Rindflesch 2013
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Future impact: Predicting scientific success Daniel E. Acuna, Stefano Allesina, Konrad P. Kording 2012
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Quantifying Long-Term Scientific Impact Dashun Wang, Chaoming Song, Albert-László Barabási 2013
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How Productivity and Impact Differ Across Computer Science Subareas Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha 2013
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Citation Analysis and Discourse Analysis Revisited Howard D. White 2004
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To better stand on the shoulder of giants Rui Yan, Congrui Huang, Jie Tang, Yan Zhang, Xiaoming Li 2012
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Measuring academic influence: Not all citations are equal Xiaodan Zhu, Peter Turney, Daniel Lemire, André Vellino 2015
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Invisible Work in Standard Bibliometric Evaluation of Computer Science Jacques Wainer, Siome Goldenstein, Cleo Billa 2011
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Rapid Understanding of Scientific Paper Collections: Integrating Statistics, Text Analytics, and Visualization Cody Dunne, Ben Shneiderman, Robert Gove, Judith Klavans, Bonnie Dorr 2012
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Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing Vinodkumar Prabhakaran, William L. Hamilton, Dan McFarland, Dan Jurafsky 2016
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Citation Classification for Behavioral Analysis of a Scientific Field David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky 2016
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Webcrow: A Web-Based Crosswords Solver Giovanni Angelini, Marco Ernandes, Marco Gori 2005
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A probabilistic approach to solving crossword puzzles Michael L. Littman, Greg A. Keim, Noam Shazeer 2002
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Name Phylogeny: A Generative Model of String Variation Nicholas Andrews, Jason Eisner, Mark Dredze 2012
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Compositional Morphology for Word Representations and Language Modelling Jan A. Botha, Phil Blunsom 2014
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Unsupervised Semantic Parsing Hoifung Poon, Pedro Domingos 2009
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Open Domain Event Extraction from Twitter Alan Ritter, Mausam, Oren Etzioni, Sam Clark 2012
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An Algorithm for Pronominal Anaphora Resolution Shalom Lappin, Herbert J. Leass 1994
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From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney, Patrick Pantel 2010
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Dr.Fill: Crosswords and an Implemented Solver for Singly Weighted CSPs Matthew L. Ginsberg 2014
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Multimodal Distributional Semantics Elia Bruni, Nam Khanh Tran, Marco Baroni 2014
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Retrofitting Word Vectors to Semantic Lexicons Manaal Faruqui, Jesse Dodge, Sujay Kumar Jauhar, Chris Dyer, Eduard H. Hovy, Noah A. Smith 2014
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Unsupervised Translation Sense Clustering Mohit Bansal, John Denero, Dekang Lin 2012
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Unsupervised Syntactic Alignment with Inversion Transduction Grammars Adam Pauls, Dan Klein, David Chiang, Kevin Knight 2010
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Word Representations: A Simple and General Method for Semi-supervised Learning Joseph Turian, Lev Ratinov, Yoshua Bengio 2010
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Human-powered Sorts and Joins Adam Marcus, Eugene Wu, David Karger, Samuel Madden, Robert Miller 2011
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A Noisy-channel Approach to Question Answering Abdessamad Echihabi, Daniel Marcu 2003
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Using Rhetorical Structure in Sentiment Analysis Alexander Hogenboom, Flavius Frasincar, Franciska de Jong, Uzay Kaymak 2015
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Probabilistic Frame Induction Jackie Chi Kit Cheung, Hoifung Poon, Lucy Vanderwende 2013
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Distributional semantics beyond words: Supervised learning of analogy and paraphrase Peter D. Turney 2013
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Measuring Text Simplification with the Crowd Walter S. Lasecki, Luz Rello, Jeffrey P. Bigham 2015
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Zero-Shot Learning Through Cross-Modal Transfer Richard Socher, Milind Ganjoo, Hamsa Sridhar, Osbert Bastani, Christopher D. Manning, Andrew Y. Ng 2013
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Learning to Paraphrase: An Unsupervised Approach Using Multiple-sequence Alignment Regina Barzilay, Lillian Lee 2003
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Predicate Argument Alignment using a Global Coherence Model Travis Wolfe, Mark Dredze, Benjamin Van Durme 2015
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Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models Paul Felt, Kevin Black, Eric Ringger, Kevin Seppi, Robbie Haertel 2015
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Optimizing Multivariate Performance Measures for Learning Relation Extraction Models Gholamreza Haffari, Ajay Nagesh, Ganesh Ramakrishnan 2015
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So similar and yet incompatible: Toward the automated identification of semantically compatible words Germán Kruszewski, Marco Baroni 2015
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Do Supervised Distributional Methods Really Learn Lexical Inference Relations? Omer Levy, Steffen Remus, Chris Biemann, Ido Dagan 2015
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Embedding a Semantic Network in a Word Space Richard Johansson, Luis Nieto Piña 2015
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Two Practical Rhetorical Structure Theory Parsers Mihai Surdeanu, Tom Hicks, Marco Antonio Valenzuela-Escarcega 2015
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The NLP Engine: A Universal Turing Machine for NLP Jiwei Li, Eduard H. Hovy 2015
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Bayesian Optimization of Text Representations Dani Yogatama, Noah A. Smith 2015
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Generating Multi-Sentence Lingual Descriptions of Indoor Scenes Dahua Lin, Chen Kong, Sanja Fidler, Raquel Urtasun 2015
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What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes David M. W. Powers 2015
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Multilingual Open Relation Extraction Using Cross-lingual Projection Manaal Faruqui, Shankar Kumar 2015
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Yara Parser: A Fast and Accurate Dependency Parser Mohammad Sadegh Rasooli, Joel R. Tetreault 2015
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QANUS: An Open-source Question-Answering Platform Jun-Ping Ng, Min-Yen Kan 2015
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Learning Dictionaries for Named Entity Recognition using Minimal Supervision Arvind Neelakantan, Michael Collins 2015
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Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods Arvind Neelakantan, Ming-Wei Chang 2015
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Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan, Benjamin Roth, Andrew McCallum 2015
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Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May 2015
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Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin 2015
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Language Models for Image Captioning: The Quirks and What Works Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell 2015
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pystruct - Learning Structured Prediction in Python Andreas C. Müller, Sven Behnke 2014
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Watsonsim: Overview of a Question Answering Engine Sean Gallagher, Wlodek Zadrozny, Walid Shalaby, Adarsh Avadhani 2014
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Practice in Synonym Extraction at Large Scale Liangliang Cao, Chang Wang 2014
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The Utility of Text: The Case of Amicus Briefs and the Supreme Court Yanchuan Sim, Bryan R. Routledge, Noah A. Smith 2014
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Orange: Data Mining Toolbox in Python Janez Demšar, Tomaž Curk, Aleš Erjavec, ?rt Gorup, Tomaž Ho?evar, Mitar Milutinovi?, Martin Možina, Matija Polajnar, Marko Toplak, Anže Stari?, Miha Štajdohar, Lan Umek, Lan Žagar, Jure Žbontar, Marin 2013
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Learning Trees from Strings: A Strong Learning Algorithm for Some Context-free Grammars Alexander Clark 2013
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Learning to Search for Dependencies Kai-Wei Chang, He He, Hal Daumé III, John Langford 2015
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Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu, Ryan Kiros, Richard S. Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler 2015
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Extreme Extraction: Only One Hour per Relation Raphael Hoffmann, Luke S. Zettlemoyer, Daniel S. Weld 2015
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Persistent Topology of Syntax Alexander Port, Iulia Gheorghita, Daniel Guth, John M. Clark, Crystal Liang, Shival Dasu, Matilde Marcolli 2015
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Markov Logic Networks for Natural Language Question Answering Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark, Oren Etzioni 2015
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Statistical Machine Translation Features with Multitask Tensor Networks Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, Thomas Lamar, Rabih Zbib, Richard M. Schwartz, John Makhoul 2015
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Robust Subgraph Generation Improves Abstract Meaning Representation Parsing Keenon Werling, Gabor Angeli, Christopher D. Manning 2015
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From Paraphrase Database to Compositional Paraphrase Model and Back John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu 2015
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Learning language through pictures Grzegorz Chrupa?a, Ákos Kádár, Afra Alishahi 2015
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Connotation Frames: Typed Relations of Implied Sentiment in Predicate-Argument Structure Hannah Rashkin, Sameer Singh, Yejin Choi 2015
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Text to 3D Scene Generation with Rich Lexical Grounding Angel Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning 2015
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Confounds and Consequences in Geotagged Twitter Data Umashanthi Pavalanathan, Jacob Eisenstein 2015
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SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature Shibamouli Lahiri 2015
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A Bayesian Model for Generative Transition-based Dependency Parsing Jan Buys, Phil Blunsom 2015
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The Long-Short Story of Movie Description Anna Rohrbach, Marcus Rohrbach, Bernt Schiele 2015
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Unveiling the Political Agenda of the European Parliament Plenary: A Topical Analysis Derek Greene, James P. Cross 2015
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Visual Madlibs: Fill in the blank Image Generation and Question Answering Licheng Yu, Eunbyung Park, Alexander C. Berg, Tamara L. Berg 2015
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Interactive Knowledge Base Population Travis Wolfe, Mark Dredze, James Mayfield, Paul McNamee, Craig Harman, Tim Finin, Benjamin Van Durme 2015
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Estimating collective judgement of rumours in social media Michal Lukasik, Trevor Cohn, Kalina Bontcheva 2015
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Learning Transformations for Clustering and Classification Qiang Qiu, Guillermo Sapiro 2015
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Fast Rhetorical Structure Theory Discourse Parsing Michael Heilman, Kenji Sagae 2015
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Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollár, C. Lawrence Zitnick 2015
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Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston, Antoine Bordes, Sumit Chopra, Tomas Mikolov 2015
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Reflections on Sentiment/Opinion Analysis Jiwei Li, Eduard H. Hovy 2015
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A Survey and Classification of Controlled Natural Languages Tobias Kuhn 2015
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Latent Structures for Coreference Resolution Sebastian Martschat, Michael Strube 2015
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Semantic Parsing with Combinatory Categorial Grammars Yoav Artzi, Nicholas FitzGerald, Luke Zettlemoyer 2013
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Broad-coverage CCG Semantic Parsing with AMR Yoav Artzi, Kenton Lee, Luke Zettlemoyer 2015
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Tailoring Continuous Word Representations for Dependency Parsing Mohit Bansal, Kevin Gimpel, Karen Livescu 2014
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Knowledge-Based Textual Inference via Parse-Tree Transformations Roy Bar-Haim, Ido Dagan, Jonathan Berant 2015
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Enhancing Directed Content Sharing on the Web Michael S. Bernstein, Adam Marcus, David R. Karger, Robert C. Miller 2010
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Better Document-level Sentiment Analysis from RST Discourse Parsing Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein 2015
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Multi-view Clustering via Canonical Correlation Analysis Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu, Karthik Sridharan 2009
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Hierarchical Phrase-Based Translation David Chiang 2007
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Clause Restructuring for Statistical Machine Translation Michael Collins, Philipp Koehn, Ivona Ku?erová 2005
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Paraphrase-Driven Learning for Open Question Answering Anthony Fader, Luke Zettlemoyer, Oren Etzioni 2013
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A Survey of Current Datasets for Vision and Language Research Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell 2015
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SimpleNLG: A Realisation Engine for Practical Applications Albert Gatt, Ehud Reiter 2009
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Automatic Labeling of Semantic Roles Daniel Gildea, Daniel Jurafsky 2002
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Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked Alessandra Giordani, Alessandro Moschitti 2012
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A Bit of Progress in Language Modeling Joshua Goodman 2001
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Approximation-Aware Dependency Parsing by Belief Propagation Matthew R. Gormley, Mark Dredze, Jason Eisner 2015
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Modeling Sentences in the Latent Space Weiwei Guo, Mona Diab 2012
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Automatic Acquisition of Hyponyms from Large Text Corpora Marti A. Hearst 1992
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Information-theoretical analysis of the statistical dependencies among three variables: Applications to written language Damián G. Hernández, Damián H. Zanette, Inés Samengo 2015
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Analyzing sparse dictionaries for online learning with kernels Paul Honeine 2014
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Word vs. Class-Based Word Sense Disambiguation Rubén Izquierdo, Armando Suárez, German Rigau 2015
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Codra: A Novel Discriminative Framework for Rhetorical Analysis Shafiq Joty, Giuseppe Carenini, Raymond T. Ng 2015
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Accurate Unlexicalized Parsing Dan Klein, Christopher D. Manning 2003
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Corpus-based Induction of Syntactic Structure: Models of Dependency and Constituency Dan Klein, Christopher D. Manning 2004
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Lexicalization and Generative Power in Ccg Marco Kuhlmann, Alexander Koller, Giorgio Satta 2015
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Freshman or Fresher? Quantifying the Geographic Variation of Internet Language Vivek Kulkarni, Bryan Perozzi, Steven Skiena 2015
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An Empirical Analysis of Optimization for Max-Margin NLP Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein 2015
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Chorus: A Crowd-powered Conversational Assistant Walter S. Lasecki, Rachel Wesley, Jeffrey Nichols, Anand Kulkarni, James F. Allen, Jeffrey P. Bigham 2013
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From visual attributes to adjectives through decompositional distributional semantics Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni 2015
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Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan L. Yuille, Kevin Murphy 2015
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Non-projective Dependency Parsing Using Spanning Tree Algorithms Ryan McDonald, Fernando Pereira, Kiril Ribarov, Jan Haji? 2005
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Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan, Tejas Kulkarni, Regina Barzilay 2015
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Computational Sociolinguistics: A Survey Dong Nguyen, A. Seza Dogruöz, Carolyn Penstein Rosé, Franciska de Jong 2015
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Deterministic Dependency Parsing of English Text Joakim Nivre, Mario Scholz 2004
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The Alignment Template Approach to Statistical Machine Translation Franz Josef Och, Hermann Ney 2004
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Discovering Word Senses from Text Patrick Pantel, Dekang Lin 2002
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PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch 2015
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Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity Mohammad Taher Pilehvar, David Jurgens, Roberto Navigli 2013
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Aligning English Strings with Abstract Meaning Representation Graphs Nima Pourdamghani, Yang Gao, Ulf Hermjakob, Kevin Knight 2014
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The Haifa Corpus of Translationese Ella Rabinovich, Shuly Wintner, Ofek Luis Lewinsohn 2015
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Parser for Abstract Meaning Representation using Learning to Search Sudha Rao, Yogarshi Vyas, Hal Daumé III, Philip Resnik 2015
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MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler 2015
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Description of the Odin Event Extraction Framework and Rule Language Marco Antonio Valenzuela-Escarcega, Gustave Hahn-Powell, Mihai Surdeanu 2015
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Multilingual Relation Extraction using Compositional Universal Schema Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum 2015
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Larger-Context Language Modelling Tian Wang, Kyunghyun Cho 2015
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Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel Corpora Dekai Wu 1997
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Stacked Attention Networks for Image Question Answering Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola 2015
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Trainable performance upper bounds for image and video captioning Li Yao, Nicolas Ballas, KyungHyun Cho, John R. Smith, Yoshua Bengio 2015
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Grounded Language Learning from Video Described with Sentences Haonan Yu, Jeffrey Mark Siskind 2013
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Discriminative Syntax-based Word Ordering for Text Generation Yue Zhang, Stephen Clark 2015
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Topical Keyphrase Extraction from Twitter Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achanauparp, Ee-Peng Lim, Xiaoming Li 2011
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Simple Baseline for Visual Question Answering Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus 2015
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Painless Unsupervised Learning with Features Taylor Berg-Kirkpatrick, Alexandre Bouchard-Côté, John DeNero, Dan Klein 2010
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Winning arguments: Interaction dynamics and persuasion strategies in good-faith online discussions Chenhao Tan, Vlad Niculae, Cristian Danescu-Niculescu-Mizil, Lillian Lee 2016
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Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank 2016
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Multilingual Language Processing From Bytes Dan Gillick, Cliff Brunk, Oriol Vinyals, Amarnag Subramanya 2015
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Learning Semantic Similarity for Very Short Texts Cedric De Boom, Steven Van Canneyt, Steven Bohez, Thomas Demeester, Bart Dhoedt 2015
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Annotating Character Relationships in Literary Texts Philip Massey, Patrick Xia, David Bamman, Noah A Smith 2015
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Text Matching as Image Recognition Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng 2016
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Empath: Understanding Topic Signals in Large-Scale Text Ethan Fast, Binbin Chen, Michael Bernstein 2016
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Petrarch 2: Petrarcher Clayton Norris 2016
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Temporal Network Analysis of Literary Texts Sandra D Prado, Silvio R Dahmen, Ana LC Bazzan, Padraig Mac Carron, Ralph Kenna 2016
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Alignment-based compositional semantics for instruction following Jacob Andreas, Dan Klein 2015
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The red one!: On learning to refer to things based on their discriminative properties Angeliki Lazaridou, Nghia The Pham, Marco Baroni 2016
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Learning Structural Kernels for Natural Language Processing Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia 2015
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Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang, Ruslan Salakhutdinov, William Cohen 2016
- 0 +
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Classifying Syntactic Regularities for Hundreds of Languages Reed Coke, Ben King, Dragomir Radev 2016
- 0 +
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Conversational Flow in Oxford-style Debates Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil 2016
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Counter-fitting Word Vectors to Linguistic Constraints Nikola Mrkši?, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gaši?, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen, Steve Young 2016
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Shift-Reduce CCG Parsing using Neural Network Models Bharat Ram Ambati, Tejaswini Deoskar, Mark Steedman 2016
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Structured Prediction with Output Embeddings for Semantic Image Annotation Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer 2016
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Conversational Markers of Constructive Discussions Vlad Niculae, Cristian Danescu-Niculescu-Mizil 2016
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Morphological Inflection Generation Using Character Sequence to Sequence Learning Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer 2016
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What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment Hongyuan Mei, Mohit Bansal, Matthew R. Walter 2016
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Generation from Abstract Meaning Representation using Tree Transducers Jeffrey Flanigan, Chris Dyer, Noah A. Smith, Jaime Carbonell 2016
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A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James Allen 2016
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Multilingual Relation Extraction using Compositional Universal Schema Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum 2016
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Bayesian Supervised Domain Adaptation for Short Text Similarity Md Arafat Sultan, Jordan Boyd-Graber, Tamara Sumner 2016
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Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation He He, Jordan Boyd-Graber, Hal Daumé III 2016
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Learning Global Features for Coreference Resolution Sam Wiseman, Alexander M. Rush, Stuart M. Shieber 2016
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Assessing Relative Sentence Complexity using an Incremental CCG Parser Bharat Ram Ambati, Siva Reddy, Mark Steedman 2016
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Learning to Recognize Ancillary Information for Automatic Paraphrase Identification Simone Filice, Alessandro Moschitti 2016
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Visual Storytelling Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, 2016
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Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks Matthew Francis-Landau, Greg Durrett, Dan Klein 2016
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Semi-supervised Question Retrieval with Gated Convolutions Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Llu?is Màrquez 2016
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Clustering Paraphrases by Word Sense Anne Cocos, Chris Callison-Burch 2016
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Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber, Hal Daumé III 2016
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Sentence Pair Scoring: Towards Unified Framework for Text Comprehension Petr Baudiš, Jan Šedivy? 2016
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A large annotated corpus for learning natural language inference Samuel R Bowman, Gabor Angeli, Christopher Potts, Christopher D Manning 2015
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We Are Humor Beings: Understanding and Predicting Visual Humor Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol, Mohit Bansal, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh 2015
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Multi30K: Multilingual English-German Image Descriptions Desmond Elliott, Stella Frank, Khalil Sima'an, Lucia Specia 2016
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TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions Sujay Kumar Jauhar, Peter Turney, Eduard Hovy 2016
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Multi-Field Structural Decomposition for Question Answering Tomasz Jurczyk, Jinho D Choi 2016
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Question Answering via Integer Programming over Semi-Structured Knowledge Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Peter Clark, Oren Etzioni, Dan Roth 2016
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Joint rnn-based greedy parsing and word composition Joël Legrand, Ronan Collobert 2014
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Learning Executable Semantic Parsers for Natural Language Understanding Percy Liang 2016
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Ensemble of generative and discriminative techniques for sentiment analysis of movie reviews Grégoire Mesnil, Tomas Mikolov, Marc'Aurelio Ranzato, Yoshua Bengio 2014
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Generating Natural Questions About an Image Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende 2016
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Conversational markers of constructive discussions Vlad Niculae, Cristian Danescu-Niculescu-Mizil 2016
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From Word Embeddings to Item Recommendation Makbule Gulcin Ozsoy 2016
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Data Representation and Compression Using Linear-Programming Approximations Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie 2015
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Attributes as Semantic Units between Natural Language and Visual Recognition Marcus Rohrbach 2016
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What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang 2016
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From Incremental Meaning to Semantic Unit (phrase by phrase) Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin 2016
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Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz, Yoav Goldberg, Ido Dagan 2016
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Parsing Argumentation Structures in Persuasive Essays Christian Stab, Iryna Gurevych 2016
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Semantic Regularities in Document Representations Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng 2016
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Word representations via gaussian embedding Luke Vilnis, Andrew McCallum 2014
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Learning Global Features for Coreference Resolution Sam Wiseman, Alexander M Rush, Stuart M Shieber 2016
- 0 +
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Comparing Fifty Natural Languages and Twelve Genetic Languages Using Word Embedding Language Divergence (WELD) as a Quantitative Measure of Language Distance Ehsaneddin Asgari, Mohammad R. K. Mofrad 2016
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An Incremental Parser for Abstract Meaning Representation Marco Damonte, Shay B. Cohen, Giorgio Satta 2016
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End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng 2016
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A Roadmap towards Machine Intelligence Tomas Mikolov, Armand Joulin, Marco Baroni 2015
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Sex, drugs, and violence Stefania Raimondo, Frank Rudzicz 2016
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SQuAD: 100, 000+ Questions for Machine Comprehension of Text Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang 2016
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Natural Language Processing for Mental Health: Large Scale Discourse Analysis of Counseling Conversations Tim Althoff, Kevin Clark, Jure Leskovec 2016
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Embracing data abundance: BookTest Dataset for Reading Comprehension Ondrej Bajgar, Rudolf Kadlec, Jan Kleindienst 2016
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Abstract Meaning Representation for Sembanking Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, Nathan Schneider 2013
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Bias and Agreement in Syntactic Annotations Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz 2016
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Universal Dependencies for Learner English Yevgeni Berzak, Jessica Kenney, Carolyn Spadine, Jing Xian Wang, Lucia Lam, Keiko Sophie Mori, Sebastian Garza, Boris Katz 2016
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Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs Chenhui Chu, Sadao Kurohashi 2016
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Multilingual open relation extraction using cross-lingual projection Manaal Faruqui, Shankar Kumar 2015
- 0 +
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SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity Daniela Gerz, Ivan Vulic?, Felix Hill, Roi Reichart, Anna Korhonen 2016
- 0 +
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora William L Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky 2016
- 0 +
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WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey, David Berthelot 2016
- 0 +
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Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages Muhammad Imran, Prasenjit Mitra, Carlos Castillo 2016
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Differential privacy and machine learning: a survey and review Zhanglong Ji, Zachary C Lipton, Charles Elkan 2014
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Canonical Correlation Inference for Mapping Abstract Scenes to Text Helen Jiang, Nikos Papasarantopoulos, Shay B Cohen 2016
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The Controlled Natural Language of Randall Munroe's Thing Explainer Tobias Kuhn 2016
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Simpler Context-Dependent Logical Forms via Model Projections Reginald Long, Panupong Pasupat, Percy Liang 2016
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Backbone Language Modeling for Constrained Natural Language Generation Lili Mou, Rui Yan, Ge Li, Lu Zhang, Zhi Jin 2015
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Optimizing Spectral Learning for Parsing Shashi Narayan, Shay B Cohen 2016
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Relation Schema Induction using Tensor Factorization with Side Information Madhav Nimishakavi, Uday Singh Saini, Partha Talukdar 2016
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Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi, Hai Wang, Mohit Bansal, Kevin Gimpel, David McAllester 2016
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Inferring Logical Forms From Denotations Panupong Pasupat, Percy Liang 2016
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The Yahoo Query Treebank, V. 1.0 Yuval Pinter, Roi Reichart, Idan Szpektor 2016
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Natural Language Generation as Planning under Uncertainty Using Reinforcement Learning Verena Rieser, Oliver Lemon 2016
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Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment Stephen Roller, Katrin Erk 2016
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A Probabilistic Generative Grammar for Semantic Parsing Abulhair Saparov, Tom M Mitchell 2016
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On Improving Informativity and Grammaticality for Multi-Sentence Compression Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong, Fang Chen 2016
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Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn 2016
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Captioning Images with Diverse Objects Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond Mooney, Trevor Darrell, Kate Saenko 2016
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Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema Patrick Verga, Arvind Neelakantan, Andrew McCallum 2016
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HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment Ivan Vulic?, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen 2016
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Learning Language Games through Interaction Sida I Wang, Percy Liang, Christopher D Manning 2016
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World Knowledge as Indirect Supervision for Document Clustering Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han 2016
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Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars Luke S Zettlemoyer, Michael Collins 2012
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Conversational flow in Oxford-style debates Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil 2016
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Dependency Parsing as Head Selection Xingxing Zhang, Jianpeng Cheng, Mirella Lapata 2016
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A Discriminative Topic Model using Document Network Structure Weiwei Yang, Jordan Boyd-Graber, Philip Resnik 2016
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A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts 2016
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A Vector Space for Distributional Semantics for Entailment James Henderson, Diana Popa 2016
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A Persona-Based Neural Conversation Model Jiwei Li, Michel Galley, Chris Brockett, Georgios Spithourakis, Jianfeng Gao, Bill Dolan 2016
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A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen, Jason Bolton, Christopher D. Manning 2016
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A Transition-Based System for Joint Lexical and Syntactic Analysis Matthieu Constant, Joakim Nivre 2016
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Annotating and Predicting Non-Restrictive Noun Phrase Modifications Gabriel Stanovsky, Ido Dagan 2016
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Combining Natural Logic and Shallow Reasoning for Question Answering Gabor Angeli, Neha Nayak, Christopher D. Manning 2016
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Cross-Lingual Image Caption Generation Takashi Miyazaki, Nobuyuki Shimizu 2016
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Effects of Creativity and Cluster Tightness on Short Text Clustering Performance Catherine Finegan-Dollak, Reed Coke, Rui Zhang, Xiangyi Ye, Dragomir Radev 2016
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Evaluating Sentiment Analysis in the Context of Securities Trading Siavash Kazemian, Shunan Zhao, Gerald Penn 2016
- 0 +
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Generalized Transition-based Dependency Parsing via Control Parameters Bernd Bohnet, Ryan McDonald, Emily Pitler, Ji Ma 2016
- 0 +
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Generating Natural Questions About an Image Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende 2016
- 0 +
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How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions Arun Chaganty, Percy Liang 2016
- 0 +
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Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz, Yoav Goldberg, Ido Dagan 2016
- 0 +
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Inferring Logical Forms From Denotations Panupong Pasupat, Percy Liang 2016
- 0 +
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Learning Language Games through Interaction Sida I. Wang, Percy Liang, Christopher D. Manning 2016
- 0 +
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Learning Word Meta-Embeddings Wenpeng Yin, Hinrich Schütze 2016
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Most "babies" are "little" and most "problems" are "huge": Compositional Entailment in Adjective-Nouns Ellie Pavlick, Chris Callison-Burch 2016
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Pointing the Unknown Words Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio 2016
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Prototype Synthesis for Model Laws Matthew Burgess, Eugenia Giraudy, Eytan Adar 2016
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Sentence Rewriting for Semantic Parsing Bo Chen, Le Sun, Xianpei Han, Bo An 2016
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Synthesizing Compound Words for Machine Translation Austin Matthews, Eva Schlinger, Alon Lavie, Chris Dyer 2016
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Tables as Semi-structured Knowledge for Question Answering Sujay Kumar Jauhar, Peter Turney, Eduard Hovy 2016
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Temporal Anchoring of Events for the TimeBank Corpus Nils Reimers, Nazanin Dehghani, Iryna Gurevych 2016
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The Creation and Analysis of a Website Privacy Policy Corpus Shomir Wilson, Florian Schaub, Aswarth Abhilash Dara, Frederick Liu, Sushain Cherivirala, Pedro Giovanni Leon, Mads Schaarup Andersen, Sebastian Zimmeck, Kanthashree Mysore Sathyendra, N. Cameron Russ 2016
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The LAMBADA dataset: Word prediction requiring a broad discourse context Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Ngoc Quan Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernandez 2016
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User Modeling in Language Learning with Macaronic Texts Adithya Renduchintala, Rebecca Knowles, Philipp Koehn, Jason Eisner 2016
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WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey, David Berthelot 2016
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An Entity-Focused Approach to Generating Company Descriptions Gavin Saldanha, Or Biran, Kathleen McKeown, Alfio Gliozzo 2016
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Annotating Relation Inference in Context via Question Answering Omer Levy, Ido Dagan 2016
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The Social Impact of Natural Language Processing Dirk Hovy, Shannon L. Spruit 2016
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Deep multi-task learning with low level tasks supervised at lower layers Anders Søgaard, Yoav Goldberg 2016
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How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio, Marco Idiart, Aline Villavicencio 2016
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Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations Alexandre Salle, Aline Villavicencio, Marco Idiart 2016
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Transition-based dependency parsing with topological fields Daniël de Kok, Erhard Hinrichs 2016
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Nested Propositions in Open Information Extraction Nikita Bhutani, H V Jagadish, Dragomir Radev 2016
- 0 +
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Detecting and Characterizing Events Allison Chaney, Hanna Wallach, Matthew Connelly, David Blei 2016
- 0 +
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky 2016
- 0 +
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Towards a Convex HMM Surrogate for Word Alignment Andrei Simion, Michael Collins, Cliff Stein 2016
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Modeling Human Reading with Neural Attention Michael Hahn, Frank Keller 2016
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MixKMeans: Clustering Question-Answer Archives Deepak P 2016
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SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity Daniela Gerz, Ivan Vuli?, Felix Hill, Roi Reichart, Anna Korhonen 2016
- 0 +
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All Fingers are not Equal: Intensity of References in Scientific Articles Tanmoy Chakraborty, Ramasuri Narayanam 2016
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Generating Topical Poetry Marjan Ghazvininejad, Xing Shi, Yejin Choi, Kevin Knight 2016
- 0 +
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Semi-Supervised Learning of Sequence Models with Method of Moments Zita Marinho, André F. T. Martins, Shay B. Cohen, Noah A. Smith 2016
- 0 +
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SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang 2016
- 0 +
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Distinguishing Past, On-going, and Future Events: The EventStatus Corpus Ruihong Huang, Ignacio Cases, Dan Jurafsky, Cleo Condoravdi, Ellen Riloff 2016
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Learning to Generate Textual Data Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel 2016
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Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman, Alexander M. Rush 2016
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Sort Story: Sorting Jumbled Images and Captions into Stories Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal 2016
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SimpleScience: Lexical Simplification of Scientific Terminology Yea Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar 2016
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Unsupervised Timeline Generation for Wikipedia History Articles Sandro Bauer, Simone Teufel 2016
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Parsing as Language Modeling Do Kook Choe, Eugene Charniak 2016
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Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi, Hai Wang, Mohit Bansal, Kevin Gimpel, David McAllester 2016
- 0 +
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AMR-to-text generation as a Traveling Salesman Problem Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea 2016
- 0 +
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Creating a Large Benchmark for Open Information Extraction Gabriel Stanovsky, Ido Dagan 2016
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Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change William L. Hamilton, Jure Leskovec, Dan Jurafsky 2016
- 0 +
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Human-in-the-Loop Parsing Luheng He, Julian Michael, Mike Lewis, Luke Zettlemoyer 2016
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Word Ordering Without Syntax Allen Schmaltz, Alexander M. Rush, Stuart Shieber 2016
- 0 +
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Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge Matt Gardner, Jayant Krishnamurthy 2016
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Reinforcement learning with unsupervised auxiliary tasks Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, Tom Schaul, Joel Z Leibo, David Silver, Koray Kavukcuoglu 2016
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Correlated random measures Rajesh Ranganath, David Blei 2015
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Psychologically Motivated Text Mining Ekaterina Shutova, Patricia Lichtenstein 2016
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Dependency Language Models for Transition-based Dependency Parsing Juntao Yu, Bernd Bohnet 2016
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The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord, Pierre Ludmann, Duc-Duy Nguyen, Johan Bos 2017
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How to ask for a favor: A case study on the success of altruistic requests Tim Althoff, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky 2014
- 0 +
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A thorough examination of the cnn/daily mail reading comprehension task Danqi Chen, Jason Bolton, Christopher D Manning 2016
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Cultural shift or linguistic drift? comparing two computational measures of semantic change William L Hamilton, Jure Leskovec, Dan Jurafsky 2016
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The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, Larry Davis 2016
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A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications Iuliia Kotseruba, Oscar J Avella Gonzalez, John K Tsotsos 2016
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The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta 2016
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Linguistic harbingers of betrayal: A case study on an online strategy game Vlad Niculae, Srijan Kumar, Jordan Boyd-Graber, Cristian Danescu-Niculescu-Mizil 2015
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Automated Phrase Mining from Massive Text Corpora Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R Voss, Jiawei Han 2017
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Real-time On-Demand Crowd-powered Entity Extraction Yun-Nung Chen, Jeffrey P Bigham, others 2017
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SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn, Levent Sagun, Mike Higgins, Ugur Guney, Volkan Cirik, Kyunghyun Cho 2017
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Using human brain activity to guide machine learning Ruth Fong, Walter Scheirer, David Cox 2017
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A Large Self-Annotated Corpus for Sarcasm Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli 2017
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Punny Captions: Witty Wordplay in Image Descriptions Arjun Chandrasekaran, Devi Parikh, Bansal,Mohit 2017
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Hierarchical Summarization: Scaling Up Multi-Document Summarization Janara Christensen, Stephen Soderland, Gagan Bansal, Mausam 2014
- -1 +
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DivRank: The Interplay of Prestige and Diversity in Information Networks Qiaozhu Mei, Jian Guo, Dragomir Radev 2010
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A Pattern Measure A. Klinger, N. A. Salingaros 2011
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Title (link) Author Date Votes Error Reviews
Speech Recognition Andrew Senior 2017
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Generative Model-Based Text-to-Speech Synthesis Andrew Senior 2017
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ProPublica Data Institute 2016 ProPublica 2016
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An Upgrade to SyntaxNet, New Models and a Parsing Competition David Weiss, Slav Petro 2017
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Machine Learning is Fun! The world’s easiest introduction to Machine Learning - Part 6 Adam Geitgey 2016
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Real-time image recognition and speech Lucas Gago 2017
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Causality Dominik Janzing, Bernhard Schoelkopf 2017
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Speech Recognition with Deep Neural Networks Jose Fonollosa 2017
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Speaker ID I Javier Hernando 2017
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Parametric Speech Synthesis Antonio Bonafonte 2017
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End-To-End Speech Recognition with Recurrent Neural Network Jose Fonollosa 2017
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Speaker ID II Javier Hernando 2017
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Speech Synthesis: WaveNet Antonio Bonafonte 2017
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Understanding Short Texts Zhongyuan Wang, Haixun Wang 2017
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Part II: Explicit Representation for Short Text Understanding Zhongyuan Wang, Haixun Wang 2017
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Part III: Implicit Representation Zhongyuan Wang, Haixun Wang 2017
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Part IV: Conclusion Zhongyuan Wang, Haixun Wang 2017
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Cross-Lingual Learning for Natural Language Syntax Dipanjan Das 2014
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When Government Rules by Software, Citizens are Left in The Dark Tim Simonite 2017
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Deep Learning for Speech Recognition Mark Gales 2017
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Self Driving Car 3D Simulation with CNN Author Unknown 2017
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Simple Audio Recognition Author Unknown 2017
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The Blockchain Economy: A beginner's guide to institutional cryptoeconomics Cryptoeconomics 2017
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Policy Gradients Pieter Abbeel 2017
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Pong from Pixels Andrej Karpathy 2017
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Advanced Policy Gradient Methods: Natural Gradient, TRPO, and More John Schulman 2017
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Association Discovery Poul Petersen 2017
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Recent Developments of Content-Based Recommendation systems Giovanni Semeraro 2016
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Evaluating Recommendation Systems Tutorial Guy Shani 2010
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Recommendation in Industry Xavier Amatriain 2017
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Probabilistic Programming Frank Wood 2015
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How to do good research, get it published in SIGKDD, and get it cited! Eamonn Keogh 2009
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Deep Learning in the Physical Sciences Kyle Cranmer 2018
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Part 2: Detecting and Correcting Old Collocations in Text Author Unknown 2018
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Part 3: Applications and Open Issues Author Unknown 2018
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Persistent Homology Tutorial Xiaojin Zhu 2013
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Ethics in Data Science Jeremy Howard 2017
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Emotions in language: Linguistic and computational approaches Diana Santos, Belinda Maia 2016
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Score function estimator and variance reduction techniques Wilker Aziz 2018
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Domain Adaptation John Blitzer, Hal Daume III 2018
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Miscellaneous Projects Dragomir Radev 2017
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SyntaxNet Dragomir Radev 2018
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Miscellaneous Projects Dragomir Radev 2018
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Speech Recognition Chuck Dyer 2018
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Vote Roger Grosse 2018
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Generalization Roger Grosse 2018
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Machine Learning and Differential Privacy Maria-Florina Balcan 2015
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Sample Complexity for Function Approximation and Model Selection Tom M. Mitchell 2015
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Active Learning Maria-Florina Balcan 2015
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Natural Language Processing: Speech Inference Dan Klein 2014
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Natural Language Processing: The Speech Signal Dan Klein 2014
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Georg Mr. George Svendsen was a Norwegian journalist and crime novelist Yoav Goldberg 2018
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A graphic adventure game is a form of adventure game Yoav Goldberg 2018
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Applied Deep Learning - Part 3: Autoencoders Arden Dertat 2017
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Part 3 - Autoencoders Author Unknown 2017
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Log-Linear Models: Lesson 1 Frank Ferraro, Jason Eisner 2013
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Download data for 1.7 billion Reddit comments Nathan Yau 2015
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Where can I find large datasets open to the public? Author Unknown 2016
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LISA Public Datasets Frederic Bastien 2008
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Datasets Frederic Bastien 2012
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wordnik Erin McKean, Grant Barrett, Orion Montoya 2009
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Moby Thesaurus II Grady Ward 2009
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100+ Interesting Data Sets for Statistics Robb Seaton 2015
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WIT3: Web Inventory of Transcribed and Translated Talks M. Cettolo, C. Girardi, and M. Federico. 2012
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bible-corpus Christos Christodoulopoulos, Mark Steedman 2014
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NIPS Conference Papers 1987-2015 Data Set Valerio Perrone 2016
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PHOIBLE Online Moran, Steven & McCloy, Daniel & Wright, Richard 2014
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Awesome Public Datasets Xiaming Chen 2014
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Cristian Danescu-Niculescu-Mizil Datasets Cristian Danescu-Niculescu-Mizil 2017
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Maluuba Frames Datasets Maluuba Frames 2017
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Download PPDB Ellie Pavlick, Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch 2015
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Launching the Speech Commands Dataset Pete Warden 2017
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trec_eval Various Authors 2017
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csi-corpus EdinburghNLP 2018
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MPST: A Corpus of Movie Plot Synopses with Tags Sudipta Kar 2018
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PeerRead Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard Hovy and Roy Schwartz 2018
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Corrected & Structured Europarl Corpus (CoStEP) Johannes Graën, Dolores Batinic, Martin Volk, Simon Clematide, Mathias Müller 2018
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Title (link) Author Date Votes Error Reviews
Kaldi Speech Recognition Toolkit Daniel Povey 2016
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Lucida Yunsheng Bai 2014
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Speech Kitchen Florian Metze, Eric Fosler-Lussier, Rebecca Bates 2012
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Kaldi Daniel Povey 2016
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word_cloud Andreas Mueller, Paul Nechifor 2012
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CodaLab: A Collaborative Platform for Reproducible Research Eric Carmichael 2013
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Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition using DeepMinds WaveNet Namju Kim, Kyubyong Park 2016
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Automatic-Speech-Recognition zzw922cn, nq555222, Hitesh Paul, Liujq13, Rambo Lan 2017
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Merlin: The Neural Network (NN) based Speech Synthesis System Zhizheng Wu, Oliver Watts, Simon King 2017
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V-REP + OpenAl Gym = RL Qin Yongliang 2017
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Smart Categorizer Author Unknown 2017
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Cross-lingual Name Tagging and Linking for 282 Languages Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, Heng Ji 2017
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Apache Tika Software Foundation Author Unknown 2017
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Compromise: NLP in the browser Spencer Kelly 2017
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Word Form Author Unknown 2017
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Kagome Japanese Morphological Analyzer Author Unknown 2017
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Vocabulary Tasdik Rahman 2017
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A Cross-Lingual Dictionary for Englsih Wikipedia Concepts Valentin I. Spitkovsky, Angel X. Chang 2012
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Key Phrases Dataset Author Unknown 2017
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Sentiment Words Dataset Author Unknown 2017
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Socialmedia Disaster Tweets Dataset Author Unknown 2017
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Drug Relation Dataset Author Unknown 2017
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Objective Sentence Truths Dataset Author Unknown 2017
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Is A Dataset Author Unknown 2017
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News Article Wikipedia Dataset Author Unknown 2017
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Airline Sentiment 2 Dataset Author Unknown 2017
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Semantic Relation Dataset Author Unknown 2017
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Sentence Agreement Dataset Author Unknown 2017
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Colors in 9 Languages Dataset Author Unknown 2017
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Sentence Pairs Dataset Author Unknown 2017
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Image Descriptions Dataset Author Unknown 2017
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Multiple Sequence Alignment using Clustal Omega and T-Coffee Vijini Mallawaarachchi 2017
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Index of /SARC Author Unknown 2017
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Learn Blockchains by Building One Author Unknown 2017
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t-SNE CSV web demo Andrej Karpathy 2017
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Twoolpy Andrej Karpathy 2017
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Random Forest Demo in Javascript Andrej Karpathy 2017
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Wki-Links Amar Subramanya, Sameer Singh, Fernando Pereira, Andrew McCallum, Dave Orr 2017
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Wikipedia Multilingual Open Relations Corpus Version 1.0 Shakar Kumar, Manaal Farugui 2015
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Relation Extraction Corpus Google Research Datasets 2013
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NYT-Salience Google Research Datasets 2017
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Toytree Author Unknown 2017
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1.9GB of Urban Dictionary Definitions (1999 - May 2016) Aqswde123456 2017
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Full Reddit Submission Corpus now available (2006 thru August 2015) Stuck_In_the_Matrix 2015
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The Blog Authorship Corpus J. Schler, M. Koppel, S. Argamon, J. Pennebaker 2006
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DBpedia Sebastian Hellmann 2017
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A Reduced Redundancy USENET Corpus (2005 - 2011) C. Shaoul, C. Westbury 2013
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Free Datasets Multiple Authors 2017
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The Endangered Languages Project Alliance for Linguistic Diversity 2017
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The World Atlas of Language Structures Online Robert Forkel 2013
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LoReHLT Evaluations Staff 2017
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Enthnologue: Languages of the World Gary Simons, Charles Fennig 2017
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Indigenous Tweets Kevin Scannell 2017
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An Crubadan - Corpus Building for Minority Languages Kevin Scannell 2007
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Transliterator Waleed Ammar, Chris Dyer, Noah Smith 2012
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Wammar Utils Wammar 2017
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Multilingual Embeddings Eval Portal Wammar 2017
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CIFAR-10 Dataset Alex Krizhevsky 2009
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grammar ofirnachum 2017
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Swish Activation Dataplayer12 2017
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Plagiarism Detection J. Kasprzak and M. Brandejs 2010
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Microsoft Research Video Description Corpus Author Unknown 2017
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Monthly Mystery Spectrogram Webzone Robert Hagiwara 2009
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Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi 2017
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CapsNet Geoffrey H Hinton 2017
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BlackLab Institute of Dutch Lexicology 2017
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CleverHans (latest release: v2.0.0) Nicolas Papernot, Nicholas Carlini, Ian Goodfellow, Reuben Feinman, Fartash Faghri, Alexander Matyasko, Karen Hambardzumyan, Yi-Lin Juang, Alexey Kurakin, Ryan Sheatsley, Abhibhav Garg, Yen-Chen Lin 2017
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Quiz Bowl API Pinafore 2018
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QANTA Pinafore 2018
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AudioSet: A large-scale dataset of maually annotated audio events Jort Gemmeke 2017
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Snap & Eat (formerly deep139) Alexandre Muzio, Victor Pascoal, Gabriel Iharco, Ana Carla Costa 2018
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SHAP Slundberg 2018
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Paraphrase.org Author Unknown 2018
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Données Catégorielles (MLP) Mila Udem 2018
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Données Catégorielles (MLP) Mila Udem 2018
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Summer School 2017 Mila Udem 2018
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ml4a-demos Author Unknown 2018
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contractions kootenpv 2017
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SymPy Tutorial Author Unknown 2018
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Dynamic Routing between Capsules Sara Sabour, Nickolas Frosst, Geoffrey E. Hinton 2018
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PeerRead Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard Hovy, Roy Schwartz 2018
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PyNLPl - Python Natural Language Processing Library proycon 2018
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66 NLP quiz 1 Author Unknown 2018
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Scientific Document Summarization Corpus and Annotations WING NUS 2018
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PCA_with_Iris_datsets.py HelloJahid 2018
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YouTube-8M Author Unknown 2018
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atis clic-lab 2018
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Dynet_Tutorials clic-lab 2018
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Explorations/Python-Autodiff alanhdu 2015
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Microsoft Research Paraphrase Phrase Tables Author Unknown 2016
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Madly Ambiguous Author Unknown 2018
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Netron lutzroeder 2018
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sg2im Justin Johnson, Agrim Gupta, Li Fei-Fei 2018
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Cross-Lingual Word Representations: Induction and Evaluation Ivan Vulic, Anders Sogaard, Manaal Faruqui 2017
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Indaba at a Glance Indaba 2017
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Group Recommender Systems Judith Masthoff 2012
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Submodular Function Maximization Andreas Krause, Daniel Golovin 2018
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Word Salad Eric Breck 2011
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Texting, Texting, One Two Three Patrick Littell 2010
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F u cn rd ths Richard Sproat 2010
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A Little Tshiluba Tom McCoy 2017
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Pho Bar James Hyett 2017
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Let's Roll! Deryle Lonsdale 2017
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On the Right Track Kai Low Rui Hao 2017
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Transition(al) Numbers Harold Somers 2017
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Magik Yup'ik Kai Low Rui Hao 2017
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Basque Tasque Aleka Blackwell 2017
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The Norwegian Problem / A Norwegian Problem / Norwegian Problems / The Norwegian Problems? Babette Newsome 2017
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The Goat, the Mother, and the Wardrobe Oliver Sayeed, Samuel Andersson, Elysia Warner 2017
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It will be you who solves this problem! Aleka Blackwell 2017
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To Be Determined Kai Low Rui Hao 2017
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Do you see what I see? Heather Newell 2017
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Pluses and Minuses Milena Veneva 2017
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Tangled up in Nots Bozhidar Bozhanov 2016
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The Curious Case of Estonian Praveen Venkataramana 2016
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That's an Order Yiwei Luo, Dorottya Demszky, Tom McCoy 2016
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Be There, or be Squared Bill Huang 2016
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Take one Tablet and Call me in the Morning Dorottya Demszky 2016
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Signs from Above James Hyett 2016
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Deriving Enjoyment Harold Somers, Simona Klemen?i? 2016
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The Short Hand of the Law Dragomir Radev,Patrick Littell 2016
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The Big Dog and the Young Man Mike Swan 2015
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Delphi has the Answers Bozhidar Bozhanov 2015
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Aymara Rules Josh Falk 2015
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Elder Futhark Runes Catherine Sheard 2015
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My Friend Nomura from Osaka Harold Somers 2015
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Phaasaa and Phaasaa Alex Wade 2015
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Old English Graeme Trousdale 2015
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Georgian Transitive Verbs Dorottya Demszky,Adam Hesterberg 2015
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Easy-Peasy-Malagasy Tom McCoy 2015
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Maxakali Alexander Wade,Pat Littell 2015
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Do-This-Do-That David Mortensen 2015
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Intuitive Inuit Harold Somers 2013
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A Case of Pali Babette Verhoeven 2013
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Kwak'wala Word Search Patrick Littell 2013
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Shaw Business Babette Verhoeven 2013
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Phoenician Fun Harold Somers 2013
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Beja Richard Hudson 2013
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Stockholms Tunnelbana Patrick Littell 2013
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Putting the Books in Order Dragomir Radev 2013
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Playing the Cognate Game Catherine Sheard 2013
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Warlpiri Kinship Groups Alan Chang 2013
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Deer Father Patrick Littell 2013
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Poles Apart Dragomir Radev 2013
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Cat and Mouse Story Patrick Littell 2012
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Learn Yolmo with pleasure Lauren Gawne 2012
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All in the Family Dragomir Radev 2012
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Traevölörs Freisbuk Patrick Littell 2012
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Crocodile Bardi Catherine Sheard 2012
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Haitian Creole Ivaylo Youmerski 2012
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Waorani Numbers Dragomir Radev 2012
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The silence of the goats Alexey Pegushev 2012
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Ik heb voorspeld Dick Hudson 2012
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Who is good? Dick Hudson 2012
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The Deschamps Codice Alexander Piperski 2012
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Waanyi Mary Laughren 2012
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Jeg kan tælle Harold Somers 2012
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100 Surnames Pat Littell 2012
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Running on MT Harold Somers 2011
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Mix Up on the Farm Lori Levin 2011
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The War of the Dots Patrick Littell 2011
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Double or Quit in Caterpillar Country Mark Dras 2011
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BrokEnglish! Patrick Littell 2011
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Ulwa Possessives Richard Sproat 2011
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Counting in Irish Tom Payne 2011
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A Large Spoon is Enough Harold Somers 2011
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Axolotl in the Water John Berman 2011
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A Script for the Ndyuka Patrick Littell 2011
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Swallow the Salt Bozhidar Bozhanov 2011
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Stopping and Flapping in Warlpiri Mary Laughren 2011
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Gelda's House of Gelbelgarg Patrick Littell 2010
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Say It in Abma Cindy Schneider 2010
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Lost in Yerevan Dragomir R. Radev 2010
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Türk?? Del?t Bozhidar Bozhanov 2010
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Tangkhul Tangle David Mortensen 2010
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Ardhay Uzzlepay John Henderson with the assistance of Sophie Crouch, University of Western Australia. Based on Crouch (2008, 2009),data from the MPI EVA Minangkabau corpus 2010
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Plains Cree Patrick Littell,Julia Workman 2010
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Real Money Patrick Littell 2010
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No smoke without fire Aleka Blackwell 2010
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Tale of Kieu David Mortensen,Patrick Littell 2010
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Possessed in Vanuatu Jane Simpson and Jeremy Hammond 2010
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Khipu Patrick Littell,Erin Donnelly 2010
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Tenji karaoke Patrick Littell 2009
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Nok-nok! Eugene Fink 2009
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Letters for Cuzco Patrick Littell 2009
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You will be laughing Bozhidar Bozhanov 2009
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Help my camera! Emily Bender 2009
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Linear Combinations Richard Sproat 2009
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Easy Pieces Todor Tchervenkov 2009
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The gerbil arrived Bozhidar Bozhanov 2009
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Yak, Du, Dray Dragomir Radev 2009
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Of monkeys and children Ronnie Sim,Thomas Payne 2008
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Springing up baby Ankit Srivastava,Emily Bender 2008
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Reach for the top Patrick Littell 2008
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Spare the Rod Dragomir Radev 2008
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A Fish Story Patrick Littell 2008
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Manam, I'm Anam Patrick Littell 2008
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The Curragh of Kildare Todor Tchervenkov 2008
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Tzolk'in Patrick Littell,Erin Donnelly 2008
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13 Machine Learning & Data Science Startups from Y Combinator Winter 2016 Analytics Vidhya Content Team 2016
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Building a machine learning / deep learning workstation for under $5000 Kunal Jain 2016
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NELL: Never-Ending Language Learning Tom Mitchell, William Cohen, Estevam Hruschka, Jr. 2017
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Federico Sangati homepage Federico Sangati 2009
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Amazon’s Alexa passes 15,000 skills, up from 10,000 in February Sarah Perez 2017
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General Inquirer Home Page Roger Hurwitz 2012
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Optimality Theory 101: Constraints > Rules Gretchen McCulloch 2017
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Using Algorithms to Detect Fake News – The State of the Art Bill Vorhies 2017
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How I replicated an $86 million project in 57 lines of code Tait Brown 2017
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Python Text to Speech Author Unknown 2017
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Ensemble Learning to Improve Machine Learning Results Vadim Smolyakov 2017
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The NeuroEvolution of Augmenting Topologies (NEAT) Users Page Author Unknown 2015
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A comprehensive beginner's guide to create a Time Series Forecast (with Codes in Python) Aarshay Jain 2016
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Namebot Chris Tabor 2017
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Spotify's Discover Weekly: How machine learning finds your new music Sophia Ciocca 2017
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How do self driving cars drive? Part 1: Lane keeping assist Eder Santana 2017
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Behind the Magic: How we built the ARKit Sudoku Solver Brad Dwyer 2017
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Become a blockchain expert in 1,384 words Tama Churchouse 2017
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Neural Nets for Generating Music Kyle McDonald 2017
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Composing Music With Recurrent Neural Networks Daniel Johnson 2015
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Low Resource Languages for Emergent Incidents (LORELEI) Boyan Onyshkevych 2014
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Glottolog Harald Hammarstrom, Robert Forkel, Martin Haspelmath 2017
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Google's Learning Software Learns to Write Learning Software Tom Simonite 2017
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Introducing custom pipelines and extensions for spaCy v2.0 Ines Montani 2017
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LEGO Color Themes as Topic Models Nathanael Aff 2017
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Overview of GANs (Generative Adversarial Networks) - Part I Zak Jost 2017
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Advances in NLP in 2017 Valentin Malykh 2017
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Module google/universal-sentence-encoder/1 Author Unknown 2018
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Rosetta Columbia Applied Data Science 2017
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How To Create a ChatBot With tf-seq2seq For Free! Viacheslav Kovakevskyi 2018
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