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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Report
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Motivations for Participation in Socially Networked Collective Intelligence Systems |
Jon Chamberlain, Udo Kruschwitz, Massimo Poesio |
2012 |
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Report
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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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Report
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Link
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Laplacian Support Vector Machines Trained in the Primal |
Stefano Melacci, Mikhail Belkin |
2009 |
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Report
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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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Report
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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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Report
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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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Report
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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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Report
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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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Report
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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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Report
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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 |
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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 |
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A large-scale community structure analysis in Facebook |
Emilio Ferrara |
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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 |
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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 |
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Structural diversity in social contagion |
Johan Ugander, Lars Backstrom, Cameron Marlow, Jon Kleinberg |
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Chain Letters and Evolutionary Histories |
Charles H. Bennett, Ming Li, Bin Ma |
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On Clustering Using Random Walks |
David Harel, Yehuda Koren |
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Generating Diverse and Relevant Image searching results with DivRank |
Jing Li, Zhong Ji, Jing Zhang, Yuting Su |
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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 |
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Tweet Recommendation with Graph Co-ranking |
Rui Yan, Mirella Lapata, Xiaoming Li |
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Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach |
Jaewon Yang, Jure Leskovec |
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Similarity-driven Semantic Role Induction via Graph Partitioning |
Joel Lang, Mirella Lapata |
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Concentric network symmetry grasps authors' styles in word adjacency networks |
Diego R. Amancio, Filipi Nascimento Silva, Luciano da F. Costa |
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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 |
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Clustering is Efficient for Approximate Maximum Inner Product Search |
Alex Auvolat, Pascal Vincent |
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Phase Transitions in Spectral Community Detection of Large Noisy Networks |
Pin-Yu Chen, Alfred O. Hero III |
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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 |
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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 |
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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 |
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New Results for Random Walk Learning |
Jeffrey C. Jackson, Karl Wimmer |
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Reasoning about Linguistic Regularities in Word Embeddings using Matrix Manifolds |
Sridhar Mahadevan, Sarath Chandar |
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Diversity in Spectral Learning for Natural Language Parsing |
Shashi Narayan, Shay B. Cohen |
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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 |
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Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses |
Partha Niyogi |
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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 |
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Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs |
Matthew J. Urry, Peter Sollich |
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Semi-Supervised Learning Using Greedy Max-Cut |
Jun Wang, Shih-Fu Chuang |
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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 |
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Network analysis of named entity interactions in written texts |
Diego R. Amancio |
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Name Phylogeny: A Generative Model of String Variation |
Nicholas Andrews, Jason Eisner, Mark Dredze |
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Improving the accuracy of co-citation clustering using full text |
Kevin W. Boyack, Henry Small, Richard Klavans |
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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 |
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Liberating language research from dogmas of the 20th century |
Ramon Ferrer-i-Cancho, Carlos Gómez-Rodríguez |
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On the similarity of symbol frequency distributions with heavy tails |
Martin Gerlach, Francesc Font-Clos, Eduardo G Altmann |
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Human languages order information efficiently |
Daniel Gildea, T. Florian Jaeger |
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Word, graph and manifold embedding from Markov processes |
Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola |
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Knowledge Base Population using Semantic Label Propagation |
Lucas Sterckx, Thomas Demeester, Johannes Deleu, Chris Develder |
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TransG : A Generative Mixture Model for Knowledge Graph Embedding |
Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu |
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TransA: An Adaptive Approach for Knowledge Graph Embedding |
Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu |
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Hierarchy of Scales in Language Dynamics |
Richard A Blythe |
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Spin Glass Models of Syntax and Language Evolution |
Karthik Siva, Jim Tao, Matilde Marcolli |
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Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning |
Manaal Faruqui, Ryan McDonald, Radu Soricut |
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Selection models of language production support informed text partitioning: an intuitive and practical, bag-of-phrases framework for text analysis |
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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 |
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Topic segmentation via community detection in complex networks |
Henrique F de Arruda, Luciano da F Costa, Diego R Amancio |
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Spectral Learning for Supervised Topic Models |
Yong Ren, Yining Wang, Jun Zhu |
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The happiness paradox: your friends are happier than you |
Johan Bollen, Bruno Gonçalves, Ingrid van de Leemput, Guangchen Ruan |
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Spectral networks and locally connected networks on graphs |
Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun |
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A theory on power in networks |
Massimo Franceschet, Enrico Bozzo |
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Group Centrality for Semantic Networks: a SWOT analysis featuring Random Walks |
Camilo Garrido, Ricardo Mora, Claudio Gutierrez |
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Diversity networks |
Zelda Mariet, Suvrit Sra |
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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 |
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Mesoscopic representation of texts as complex networks |
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A survey of signed network mining in social media |
Jiliang Tang, Yi Chang, Charu Aggarwal, Huan Liu |
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A Sentence Interaction Network for Modeling Dependence between Sentences |
Biao Liu, Minlie Huang |
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Discriminative Deep Random Walk for Network Classification |
Juzheng Li, Jun Zhu, Bo Zhang |
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Graph-Based Translation Via Graph Segmentation |
Liangyou Li, Andy Way, Qun Liu |
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Optimizing Spectral Learning for Parsing |
Shashi Narayan, Shay B. Cohen |
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Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing |
Ilan Tchernowitz, Liron Yedidsion, Roi Reichart |
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Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation |
Sujith Ravi, Qiming Diao |
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Epidemiological modeling of the 2005 French riots: a spreading wave and the role of contagion |
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Motifs in Temporal Networks |
Ashwin Paranjape, Austin R Benson, Jure Leskovec |
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Revisiting semi-supervised learning with graph embeddings |
Zhilin Yang, William W Cohen, Ruslan Salakhutdinov |
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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 |
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Microparadigms: Chains of collective reasoning in publications about molecular interactions |
Andrey Rzhetsky, Ivan Iossifov, Ji Meng Loh, Kevin P. White |
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Protein identification by spectral networks analysis |
Nuno Bandeira, Dekel Tsur, Ari Frank, Pavel A. Pevzner |
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Negated bio-events: analysis and identification |
Raheel Nawaz, Paul Thompson, Sophia Ananiadou |
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Gimli: open source and high-performance biomedical name recognition |
David Campos, Sergio Matos, Jose Oliveira |
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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 |
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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 |
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Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text |
Sahil Garg, Aram Galstyan, Ulf Hermjakob, Daniel Marcu |
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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 |
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Embedding Semantic Relations into Word Representations |
Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi |
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Large-scale Simple Question Answering with Memory Networks |
Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston |
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Tree-structured composition in neural networks without tree-structured architectures |
Samuel R. Bowman, Christopher D. Manning, Christopher Potts |
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Document Embedding with Paragraph Vectors |
Andrew M. Dai, Christopher Olah, Quoc V. Le |
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Improved Relation Extraction with Feature-rich Compositional Embedding Models |
Matthew R. Gormley, Mo Yu, Mark Dredze |
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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 |
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Not All Neural Embeddings are Born Equal |
Felix Hill, KyungHyun Cho, Sébastien Jean, Coline Devin, Yoshua Bengio |
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Learning to Understand Phrases by Embedding the Dictionary |
Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio |
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Modeling Compositionality with Multiplicative Recurrent Neural Networks |
Ozan Irsoy, Claire Cardie |
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Effective Use of Word Order for Text Categorization with Convolutional Neural Networks |
Rie Johnson, Tong Zhang |
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Semi-Supervised Learning with Multi-View Embedding: Theory and Application with Convolutional Neural Networks |
Rie Johnson, Tong Zhang |
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Deep Visual-Semantic Alignments for Generating Image Descriptions |
Andrej Karpathy, Fei-Fei Li |
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Visualizing and Understanding Recurrent Networks |
Andrej Karpathy, Justin Johnson, Fei-Fei Li |
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Skip-Thought Vectors |
Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler |
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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 |
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Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation |
Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni |
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``The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders |
Rémi Lebret, Ronan Collobert |
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Phrase-based Image Captioning |
Rémi Lebret, Pedro O. Pinheiro, Ronan Collobert |
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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 |
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DopeLearning: A Computational Approach to Rap Lyrics Generation |
Eric Malmi, Pyry Takala, Hannu Toivonen, Tapani Raiko, Aristides Gionis |
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Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences |
Hongyuan Mei, Mohit Bansal, Matthew R. Walter |
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Distributed Representations of Words and Phrases and their Compositionality |
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeffrey Dean |
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Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space |
Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum |
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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 |
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Sequence to Sequence Learning with Neural Networks |
Ilya Sutskever, Oriol Vinyals, Quoc V. Le |
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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 |
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Long Short-Term Memory |
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Convolutional Neural Network Architectures for Matching Natural Language Sentences |
Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen |
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Neurocomputing: Foundations of Research |
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Neural CRF Parsing |
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Transition-Based Dependency Parsing with Stack Long Short-Term Memory |
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Sparse Overcomplete Word Vector Representations |
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Non-distributional Word Vector Representations |
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Unsupervised POS Induction with Word Embeddings |
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Dependency Recurrent Neural Language Models for Sentence Completion |
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A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions |
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Unsupervised Morphology Induction Using Word Embeddings |
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Deep Compositional Question Answering with Neural Module Networks |
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Compressing Word Embeddings |
Martin Andrews |
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Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs |
Miguel Ballesteros, Chris Dyer, Noah A. Smith |
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Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors |
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Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning |
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Modeling Newswire Events using Neural Networks for Anomaly Detection |
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A Deep Learning Approach to Machine Transliteration |
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Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus |
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A Long Short-Term Memory Framework for Predicting Humor in Dialogues |
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Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks |
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Grammatical error correction using neural machine translation |
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Cross-lingual Wikification Using Multilingual Embeddings |
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Weighting Finite-State Transductions With Neural Context |
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Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism |
Orhan Firat, Kyunghyun Cho, Yoshua Bengio |
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement |
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The Role of Context Types and Dimensionality in Learning Word Embeddings |
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Multilingual Language Processing From Bytes |
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Learning Distributed Representations of Sentences from Unlabelled Data |
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Learning to Compose Neural Networks for Question Answering |
Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein |
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Reasoning About Pragmatics with Neural Listeners and Speakers |
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Recursive neural networks can learn logical semantics |
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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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Report
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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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Report
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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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Report
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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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Link
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Listen, attend and spell |
William Chan, Navdeep Jaitly, Quoc V Le, Oriol Vinyals |
2015 |
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Report
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The expressive power of word embeddings |
Yanqing Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena |
2013 |
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Report
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Language Modeling with Gated Convolutional Networks |
Yann N Dauphin, Angela Fan, Michael Auli, David Grangier |
2016 |
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0 +
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Report
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Link
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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 |
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DyNet: The Dynamic Neural Network Toolkit |
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Autoextend: Extending word embeddings to embeddings for synsets and lexemes |
Sascha Rothe, Hinrich Schütze |
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Dynamic Bernoulli Embeddings for Language Evolution |
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Boosting named entity recognition with neural character embeddings |
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Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks |
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Sentence similarity learning by lexical decomposition and composition |
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Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification |
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Words or Characters? Fine-grained Gating for Reading Comprehension |
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A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment |
Haonan Yu, Haichao Zhang, Wei Xu |
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Towards end-to-end learning for dialog state tracking and management using deep reinforcement learning |
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks |
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Neural architecture search with reinforcement learning |
Barret Zoph, Quoc V Le |
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Bayesian Recurrent Neural Networks |
Meire Fortunato, Charles Blundell, Oriol Vinyals |
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A neural algorithm of artistic style |
Leon A Gatys, Alexander S Ecker, Matthias Bethge |
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Yangfeng Ji, Trevor Cohn, Lingpeng Kong, Chris Dyer, Jacob Eisenstein |
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Unifying visual-semantic embeddings with multimodal neural language models |
Ryan Kiros, Ruslan Salakhutdinov, Richard S Zemel |
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What Do Recurrent Neural Network Grammars Learn About Syntax? |
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Dialogue Learning With Human-In-The-Loop |
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Neural Machine Translation and Sequence-to-sequence Models: A Tutorial |
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Task-Oriented Query Reformulation with Reinforcement Learning |
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Neural Paraphrase Identification of Questions with Noisy Pretraining |
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Do Deep Convolutional Nets Really Need to be Deep and Convolutional? |
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Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets |
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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems |
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Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems |
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Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems |
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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking |
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Citation Analysis and Discourse Analysis Revisited |
Howard D. White |
2004 |
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Report
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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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Report
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Compositional Morphology for Word Representations and Language Modelling |
Jan A. Botha, Phil Blunsom |
2014 |
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Report
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Unsupervised Semantic Parsing |
Hoifung Poon, Pedro Domingos |
2009 |
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Report
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Open Domain Event Extraction from Twitter |
Alan Ritter, Mausam, Oren Etzioni, Sam Clark |
2012 |
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Report
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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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Report
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Multimodal Distributional Semantics |
Elia Bruni, Nam Khanh Tran, Marco Baroni |
2014 |
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Report
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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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Report
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Unsupervised Translation Sense Clustering |
Mohit Bansal, John Denero, Dekang Lin |
2012 |
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Report
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Unsupervised Syntactic Alignment with Inversion Transduction Grammars |
Adam Pauls, Dan Klein, David Chiang, Kevin Knight |
2010 |
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Report
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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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Report
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Human-powered Sorts and Joins |
Adam Marcus, Eugene Wu, David Karger, Samuel Madden, Robert Miller |
2011 |
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Report
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A Noisy-channel Approach to Question Answering |
Abdessamad Echihabi, Daniel Marcu |
2003 |
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Report
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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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Report
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Distributional semantics beyond words: Supervised learning of analogy and paraphrase |
Peter D. Turney |
2013 |
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Report
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Measuring Text Simplification with the Crowd |
Walter S. Lasecki, Luz Rello, Jeffrey P. Bigham |
2015 |
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Report
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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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Report
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Two Practical Rhetorical Structure Theory Parsers |
Mihai Surdeanu, Tom Hicks, Marco Antonio Valenzuela-Escarcega |
2015 |
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Report
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Link
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The NLP Engine: A Universal Turing Machine for NLP |
Jiwei Li, Eduard H. Hovy |
2015 |
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Report
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Link
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Bayesian Optimization of Text Representations |
Dani Yogatama, Noah A. Smith |
2015 |
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Report
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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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Report
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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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Report
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Link
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Multilingual Open Relation Extraction Using Cross-lingual Projection |
Manaal Faruqui, Shankar Kumar |
2015 |
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Report
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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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Report
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Learning Dictionaries for Named Entity Recognition using Minimal Supervision |
Arvind Neelakantan, Michael Collins |
2015 |
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Report
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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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Report
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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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Report
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Link
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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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Report
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Learning Trees from Strings: A Strong Learning Algorithm for Some Context-free Grammars |
Alexander Clark |
2013 |
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Report
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Learning to Search for Dependencies |
Kai-Wei Chang, He He, Hal Daumé III, John Langford |
2015 |
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Report
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Link
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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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Report
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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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Report
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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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Report
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Link
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Learning language through pictures |
Grzegorz Chrupa?a, Ákos Kádár, Afra Alishahi |
2015 |
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Report
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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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Report
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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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Report
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Link
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Confounds and Consequences in Geotagged Twitter Data |
Umashanthi Pavalanathan, Jacob Eisenstein |
2015 |
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Report
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SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature |
Shibamouli Lahiri |
2015 |
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Report
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A Bayesian Model for Generative Transition-based Dependency Parsing |
Jan Buys, Phil Blunsom |
2015 |
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Report
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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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Report
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Link
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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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Report
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Link
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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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Report
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Link
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Estimating collective judgement of rumours in social media |
Michal Lukasik, Trevor Cohn, Kalina Bontcheva |
2015 |
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Report
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Link
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Learning Transformations for Clustering and Classification |
Qiang Qiu, Guillermo Sapiro |
2015 |
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Report
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Link
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Fast Rhetorical Structure Theory Discourse Parsing |
Michael Heilman, Kenji Sagae |
2015 |
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Report
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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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Report
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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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Report
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Link
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Reflections on Sentiment/Opinion Analysis |
Jiwei Li, Eduard H. Hovy |
2015 |
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Report
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Link
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A Survey and Classification of Controlled Natural Languages |
Tobias Kuhn |
2015 |
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Report
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Link
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Latent Structures for Coreference Resolution |
Sebastian Martschat, Michael Strube |
2015 |
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Report
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Link
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Semantic Parsing with Combinatory Categorial Grammars |
Yoav Artzi, Nicholas FitzGerald, Luke Zettlemoyer |
2013 |
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Report
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Link
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Broad-coverage CCG Semantic Parsing with AMR |
Yoav Artzi, Kenton Lee, Luke Zettlemoyer |
2015 |
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Report
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Link
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Tailoring Continuous Word Representations for Dependency Parsing |
Mohit Bansal, Kevin Gimpel, Karen Livescu |
2014 |
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Report
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Link
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Knowledge-Based Textual Inference via Parse-Tree Transformations |
Roy Bar-Haim, Ido Dagan, Jonathan Berant |
2015 |
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0 +
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Report
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Link
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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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Report
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Link
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Better Document-level Sentiment Analysis from RST Discourse Parsing |
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein |
2015 |
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Report
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Link
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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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Report
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Link
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Hierarchical Phrase-Based Translation |
David Chiang |
2007 |
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Report
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Link
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Clause Restructuring for Statistical Machine Translation |
Michael Collins, Philipp Koehn, Ivona Ku?erová |
2005 |
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Report
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Link
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Paraphrase-Driven Learning for Open Question Answering |
Anthony Fader, Luke Zettlemoyer, Oren Etzioni |
2013 |
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Report
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Link
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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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Report
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Link
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SimpleNLG: A Realisation Engine for Practical Applications |
Albert Gatt, Ehud Reiter |
2009 |
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Report
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Link
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Automatic Labeling of Semantic Roles |
Daniel Gildea, Daniel Jurafsky |
2002 |
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0 +
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Report
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Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked |
Alessandra Giordani, Alessandro Moschitti |
2012 |
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Report
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Link
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A Bit of Progress in Language Modeling |
Joshua Goodman |
2001 |
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Report
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Approximation-Aware Dependency Parsing by Belief Propagation |
Matthew R. Gormley, Mark Dredze, Jason Eisner |
2015 |
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Report
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Link
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Modeling Sentences in the Latent Space |
Weiwei Guo, Mona Diab |
2012 |
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Report
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Link
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Automatic Acquisition of Hyponyms from Large Text Corpora |
Marti A. Hearst |
1992 |
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Report
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Link
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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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Report
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Link
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Analyzing sparse dictionaries for online learning with kernels |
Paul Honeine |
2014 |
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Report
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Link
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Word vs. Class-Based Word Sense Disambiguation |
Rubén Izquierdo, Armando Suárez, German Rigau |
2015 |
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Report
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Codra: A Novel Discriminative Framework for Rhetorical Analysis |
Shafiq Joty, Giuseppe Carenini, Raymond T. Ng |
2015 |
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Report
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Link
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Accurate Unlexicalized Parsing |
Dan Klein, Christopher D. Manning |
2003 |
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Report
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Link
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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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Report
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Link
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Lexicalization and Generative Power in Ccg |
Marco Kuhlmann, Alexander Koller, Giorgio Satta |
2015 |
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Report
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Link
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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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Report
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Link
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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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Report
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Link
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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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Report
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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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Report
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Link
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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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Report
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Link
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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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Report
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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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Report
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Computational Sociolinguistics: A Survey |
Dong Nguyen, A. Seza Dogruöz, Carolyn Penstein Rosé, Franciska de Jong |
2015 |
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Report
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Link
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Deterministic Dependency Parsing of English Text |
Joakim Nivre, Mario Scholz |
2004 |
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Report
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A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods |
Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto, Marcos André Gonçalves |
2015 |
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Report
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Link
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The Alignment Template Approach to Statistical Machine Translation |
Franz Josef Och, Hermann Ney |
2004 |
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Report
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Link
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Discovering Word Senses from Text |
Patrick Pantel, Dekang Lin |
2002 |
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Report
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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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Report
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Link
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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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Report
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Link
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The Haifa Corpus of Translationese |
Ella Rabinovich, Shuly Wintner, Ofek Luis Lewinsohn |
2015 |
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Report
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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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Report
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An Introduction to Conditional Random Fields |
Charles Sutton, Andrew McCallum |
2012 |
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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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Report
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Link
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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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Report
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Link
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Larger-Context Language Modelling |
Tian Wang, Kyunghyun Cho |
2015 |
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Report
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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 |
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Classifying Syntactic Regularities for Hundreds of Languages |
Reed Coke, Ben King, Dragomir Radev |
2016 |
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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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Report
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Link
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Conversational markers of constructive discussions |
Vlad Niculae, Cristian Danescu-Niculescu-Mizil |
2016 |
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Report
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Link
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From Word Embeddings to Item Recommendation |
Makbule Gulcin Ozsoy |
2016 |
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Report
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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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Link
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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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Report
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Link
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Word representations via gaussian embedding |
Luke Vilnis, Andrew McCallum |
2014 |
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Report
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Learning Global Features for Coreference Resolution |
Sam Wiseman, Alexander M Rush, Stuart M Shieber |
2016 |
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Report
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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 |
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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 |
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora |
William L Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky |
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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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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Report
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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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Report
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Link
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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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Report
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Link
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Cross-Lingual Image Caption Generation |
Takashi Miyazaki, Nobuyuki Shimizu |
2016 |
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Report
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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 |
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Generalized Transition-based Dependency Parsing via Control Parameters |
Bernd Bohnet, Ryan McDonald, Emily Pitler, Ji Ma |
2016 |
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Report
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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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0 +
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Report
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Link
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How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions |
Arun Chaganty, Percy Liang |
2016 |
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0 +
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Report
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Link
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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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0 +
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Report
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Link
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Inferring Logical Forms From Denotations |
Panupong Pasupat, Percy Liang |
2016 |
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0 +
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Report
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Link
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Learning Language Games through Interaction |
Sida I. Wang, Percy Liang, Christopher D. Manning |
2016 |
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0 +
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Report
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Link
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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 |
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Detecting and Characterizing Events |
Allison Chaney, Hanna Wallach, Matthew Connelly, David Blei |
2016 |
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora |
William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky |
2016 |
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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 |
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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 |
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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 |
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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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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 |
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AMR-to-text generation as a Traveling Salesman Problem |
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea |
2016 |
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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 |
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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 |
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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 |
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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 |
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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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