AAN: 6. Information Retrieval and Topic Modeling

ID	Topic Name
61	Information Retrieval
62	Document Ranking
63	Latent Models
64	Network Analysis
65	Crosslingual IR

Title (link)	Author	Date	Votes	Error
A Survey on Neural Architecture Search	Martin Wistuba	2019	- 0 +	Report
A curated list of network embedding techniques	Chih-Ming Chen	2017	- 0 +	Report
Chapter 8 Classical Models of Neural Networks	Author Unknown	2018	- 0 +	Report
Cross-Language Information Retrieval	Jian-Yun Nie	2010	- 0 +	Report
Web Crawling	Christopher Olston and Marc Najork	2010	- 0 +	Report
Test Collection Based Evaluation of Information Retrieval Systems	Mark Sanderson	2010	- 0 +	Report
A Survey of Statistical Network Models	Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg and Edoardo M. Airoldi	2010	- 0 +	Report
MATRICES, VECTOR SPACES, AND INFORMATION RETRIEVAL	MICHAEL W. BERRY, ZLATKO DRMAC, AND ELIZABETH R. JESSUP	1999	- 0 +	Report
Search Engines Information Retrieval in Practice	W. Bruce Croft, Donald Metzler, Trevor Strohman	2015	- 0 +	Report
Estimating the Query Difficulty for Information Retrieval	David Carmel and Elad Yom-Tov	2010	- 0 +	Report
Information Retrieval Models Foundations and Relationships	Thomas Roelleke	2013	- 0 +	Report
Learning to Rank for Information Retrieval and Natural Language Processing Second Edition	Hang Li	2015	- 0 +	Report
An Introduction to Neural Information Retrieval	Bhaskar Mitra, Nick Craswell	2017	- 0 +	Report
Cross Lingual Information Retrieval	Jian-Yun Nie	2010	- 0 +	Report
Information Theory: A Tutorial Introduction	James V Stone	1169	- 0 +	Report
A Survey on Open Information Extraction	Christina Niklaus, Matthias Cetto, Andre Freitas, and Siegfried Handschuh	1169	- 0 +	Report
Query Expansion Techniques for Information Retrieval: a Survey	Hiteshwar Kumar Azad, Akshay Deepak	2017	- 0 +	Report
Neural Vector Spaces for Unsupervised Information Retrieval	Christophe Van Gysel, Maarten De Rijke, Evangelos Kanoulas	2018	- 0 +	Report
A Tutorial on Deep Latent Variable Models of Natural Language	Yoon Kim and Sam Wiseman and Alexander M. Rush	2018	- 0 +	Report

Title (link)	Author	Date	Votes	Error
node2vec: Scalable Feature Learning for Networks	Jure Leskovec	2016	- 0 +	Report
A library for working with graphs in Python	Pedro Matiello	2016	- 0 +	Report
Topik	Mike Sarahan, Christine Doig	2015	- 0 +	Report
python-igraph	Tamás Nepusz, Gábor Csárdi	2005	- 0 +	Report
SyncPy Python Library	Giovanna Varni, Mohamed Chetouani	2016	- 0 +	Report
scholar.py	Daniele Ciriello, Christian Kreibich	2013	- 0 +	Report
Snap.py - SNAP for Python	Jure Leskovec	2016	- 0 +	Report
Gephi: The Open Graph Viz Platform	Bastian M., Heymann S., Jacomy M.	2008	- 0 +	Report
LDA Gibbs Sampling	Zhikai Zhang	2016	- 0 +	Report
bayes-seg	Eisenstein and Barzilay	2008	- 0 +	Report
Keras-GAN	Erick Lindernoren	2018	- 0 +	Report
Capsule Network	Daniel Havir	2018	- 0 +	Report
INDRI: Language modeling meets inference networks	Author Unknown	2013	- 0 +	Report
topic_modeling_Gensim.ipynb	Susan Li	2018	- 0 +	Report
Word Statistics	theofilis	2013	- 0 +	Report
LexNLP by LexPredict	Not Available	2019	- 0 +	Report
Seq2Seq-Vis	IBM Research	2018	- 0 +	Report
sotawhat	Chip Huyen	2018	- 0 +	Report
Deep Relevance Ranking Using Enhanced Document-Query Interactions	nlpaueb	2018	- 0 +	Report
gensim – Topic Modelling in Python	RaRe-Technologies	2019	- 0 +	Report
Matlab Topic Modeling	Mark Steyvers	2011	- 0 +	Report
Practice of LDA	Ybenjo	2003	- 0 +	Report
The author-topic model: LDA with metadata	Sam Roweis	2017	- 0 +	Report
QueryReformulator	Rodrigo Frassetto Nogueira, Kyunghyun Cho	2017	- 0 +	Report
Dynamic Topic Models and the Document Influence Model	Sean M. Gerrish	2011	- 0 +	Report
Stanford Open Information Extraction - Python Wrapper	Philippe R?my	2017	- 0 +	Report
Datefinder - Extract Dates from Text	Author Unknown	2017	- 0 +	Report

Title (link)	Author	Date	Votes	Error
5 Tasty Python Web Scraping Libraries	Author Unknown	2017	- 0 +	Report
Highlights of EMNLP 2017: Exciting Datasets, Return of the Clusters, and More!	Sebastian Ruder	2017	- 0 +	Report
Understanding and Coding Dynamic Topic Models	Bhargav Srinivasa	2016	- 0 +	Report
Torchtext	Author Unknown	2017	- 0 +	Report
Topic modeling using LDA and Gibbs Sampling explained!!	Ankur Tomar	2018	- 0 +	Report
Artificial Intelligence applications in search engines	Gabriel Jiménez	2018	- 0 +	Report
Developing a fast Indexing and Full text Search Engine with Whoosh: A Pure-Python Library	Abhijeet Kumar	2018	- 0 +	Report
Complete Guide to Topic Modeling	bogdani	2018	- 0 +	Report
How to easily do Topic Modeling with LSA, PLSA, LDA & lda2Vec	Joyce Xu	2018	- 0 +	Report
Beam Search???A Search Strategy	Prakhar Mishra	2018	- 0 +	Report
Network science	Albert-László Barabási	2013	- 0 +	Report
FreeDiscovery: E-Discovery and Information Retrieval Engine	FreeDiscovery	2017	- 0 +	Report
Understanding Hinton's Capsule Networks. Part 1: Intuition	Max Pechyonkin	2017	- 0 +	Report
Feature Visualization	Chris Olah, Alexander Mordvintsev, Ludwig Schubert	2017	- 0 +	Report
Generative Adversarial Networks - History and Overview	Kiran Sudhir	2017	- 0 +	Report
What does Deep Learning Contribute to Search	Tommaso Teofili	2018	- 0 +	Report
Web Scraping Tutorial with Python: Tips and Tricks	Jekaterina Kokatjuhha	2018	- 0 +	Report
The Building Blocks of Interpretability	Chris Olah	2018	- 0 +	Report
Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I	Tanay Kothari	2017	- 0 +	Report
A Gentle Introduction to Expected Value, Variance, and Covariance with NumPy	Jason Brownlee	2018	- 0 +	Report
Topic Modelling in Python with NLTK and Gensim	Susan Li	2018	- 0 +	Report
Topic Modelling in Python with NLTK and Gensim	Susan Li	2018	- 0 +	Report
An Introduction to Graph Theory and Network Analysis (with Python codes)	Guest Blog	2018	- 0 +	Report
Building a Content-Based Search Engine I: Quantifying Similarity	Daniel Sabinasz	2018	- 0 +	Report
Building a Content-Based Search Engine II: Extracting Feature Vectors	Daniel Sabinasz	2018	- 0 +	Report
Building a Content-Based Search Engine III: Feature Signatures	Daniel Sabinasz	2018	- 0 +	Report
Building a Content-Based Search Engine IV: Earth Mover?s Distance	Daniel Sabinasz	2018	- 0 +	Report
NLP: Extracting the main topics from your dataset using LDA in minutes	Priya Dwivedi	2018	- 0 +	Report
Auto-Keras	Haifeng Jin, Qingquan Song, Xia Hu	2018	- 0 +	Report
The 10 Neural Network Architectures Machine Learning Researchers Need To Learn	James Le	2018	- 0 +	Report
Graphs & paths: PageRank.	David Pynes	2018	- 0 +	Report
Why Initialize a Neural Network with Random Weights?	Jason Brownlee	2018	- 0 +	Report
What is the Difference Between a Batch and an Epoch in a Neural Network?	Jason Brownlee	2018	- 0 +	Report
Text to SQL	The Allen Institute for Artificial Intelligence	2018	- 0 +	Report
An NLP Approach to Mining Online Reviews using Topic Modeling (with Python codes)	Prateek Joshi	2018	- 0 +	Report
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)	Prateek Joshi	2018	- 0 +	Report
Information Retrieval System explained in simple terms!	Tavish Srivastava	2015	- 0 +	Report
Deep Latent-Variable Models for Natural Language	Yoon Kim, Sam Wiseman, Alexander Rush	2018	- 0 +	Report
Author-Topic Models in gensim	Kwan-Yuet (Stephen) Ho	2017	- 0 +	Report
Use TextRank to Extract Most Important Sentences in Article	Ceshine Lee	2018	- 0 +	Report
Introducing TF-Ranking	Jesus Rodriguez	2018	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Intro-HLT: Introduction to Information Retrieval & Web Search	Kevin Duh	2019	- 0 +	Report
Computational Models for Social and Information Network Analysis - Conclusion	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Computational Models for Social and Information Network Analysis - Introduction	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Computational Models for Social and Information Network Analysis - Social Tie & Influence	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Computational Models for Social and Information Network Analysis	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Computational Models for Social and Information Network Analysis - Network Embedding Theory, Algorithms, and Applications	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
NLP Programming Tutorial 7 - Topic Models	Graham Neubig	2015	- 0 +	Report
Neural Networks for Information Retrieval	Multiple	2019	- 0 +	Report
Crosslingual Information Retrieval	Rui Zhang	2019	- 0 +	Report
Coding and Data Compression	Mathias Winther Madsen	2018	- 0 +	Report
Neural Networks for Information Retrieval - Introduction	Tom Kenter	2017	- 0 +	Report
Neural Networks for Information Retrieval - Preliminaries	Tom Kenter, Maarten de Rijke	2017	- 0 +	Report
Neural Networks for Information Retrieval - Text Matching I	Alexey Borisov, Bhaskar Mitra	2017	- 0 +	Report
Neural Networks for Information Retrieval - Text Matching II	Mostafa Deghani, Christophe Van Gysel	2017	- 0 +	Report
Neural Networks for Information Retrieval - Learning to Rank	Christophe Van Gysel, Bhaskar Mitra	2017	- 0 +	Report
Neural Networks for Information Retrieval - Modeling User Behavior	Alexey Borisov, Maarten de Rijke	2017	- 0 +	Report
Neural Networks for Information Retrieval - Generating Responses	Mostafa Deghani, Tom Kenter	2017	- 0 +	Report
Neural Networks for Information Retrieval - Wrap Up	Tom Kenter, Maarten de Rijke, Alexey Borisov, Bhaskar Mitra, Mostafa Deghani, Christophe Van Gysel	2017	- 0 +	Report
Neural Networks for Information Retrieval - References	Tom Kenter, Maarten de Rijke, Alexey Borisov, Bhaskar Mitra, Mostafa Deghani, Christophe Van Gysel	2017	- 0 +	Report
Recent Advances in Conversational Information Retrieval (CIR) - A review of neural approaches	Jianfeng Gao, Chenyan Xiong, Paul Bennett	2020	- 0 +	Report
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis	Yu Meng, Jiaxin Huang, Jiawei Han	2020	- 0 +	Report
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis Part I: Overview of Text Embedding Methods	Yu Meng, Jiaxin Huang, Jiawei Han	2020	- 0 +	Report
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis Part III: Multi-Dimensional Topic Mining	Yu Meng, Jiaxin Huang, Jiawei Han	2020	- 0 +	Report
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis Part IV: Embedding-Driven Multi-Dimensional Text Analysis	Yu Meng, Jiaxin Huang, Jiawei Han	2020	- 0 +	Report
Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis Summary & Future Directions	Yu Meng, Jiaxin Huang, Jiawei Han	2020	- 0 +	Report
Deep Learning for Information Retrieval	Hang Li, Zhengdong Lu	2016	- 0 +	Report
Information retrieval	"Drago Radev, Qiaozhu Mei"	2016	- 0 +	Report
NetworkX: Network Analysis with Python	Petko Georgiev	2014	- 0 +	Report
Graph-based Text Representations	Fragkiskos D. Malliaros	2018	- 0 +	Report
Crosslingual Information Retrieval	Rui Zhang	2018	- 0 +	Report
Network methods for NLP	Noah Amsel	2018	- 0 +	Report
Neural Information Retrieval	Daniel Keller	2018	- 0 +	Report
Investigating the Successes and Failures of BERT for Passage Re-Ranking	"Harshith Padigela, Hamed Zamani, and W. Bruce Croft"	2019	- 0 +	Report
Generating Large Images from Latent Vectors	Author Unknown	2016	- 0 +	Report
Representation Learning with Networks	Jure Leskovec	2017	- 0 +	Report
Community Detection in Networks	Jure Leskovec	2017	- 0 +	Report
Networks and Optimization	Jure Leskovec	2017	- 0 +	Report
Human Decisions and Machine Predictions	Jure Leskovec	2017	- 0 +	Report
PageRank explained in simple terms!	Tavish Srivastava	2017	- 0 +	Report
The local geometry of graphs, or, how to ?read? large graphs	Nati Linial	2017	- 0 +	Report
Beginner's guide to Web Scraping in Python (using BeautifulSoup)	Sunil Ray	2015	- 0 +	Report
Topic Modelling (Part 1): Creating Article Corpus form Simple Wikipedia Dump	ML bot2	2017	- 0 +	Report
Topic Modelling (Part 2): Discovering Topics from Articles with Latent Dirichlet Allocation	ML bot2	2017	- 0 +	Report
Pre-Trained Language Representations for Text Mining	Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han	2022	- 0 +	Report
Neural Networks for Information Retrieval	Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra	2017	- 0 +	Report
Topic modeling	Dmitriy Selivanov	2017	- 0 +	Report
Neural Models for Information Retrieval	Bhaskar Mitra	2017	- 0 +	Report
Recent Trends in Network Science	Hiroki Sayama	2016	- 0 +	Report
Sequence Modeling with Neural Networks	Harini Suresh	2018	- 0 +	Report
Two Lessons I have recently learned (1) Parallel Decoding of a Sequence (2) Meta-Learning	Kyunghyun Cho	1180	- 0 +	Report
Neural Information Retrieval: A Literature Review	Ye Zhang, Md Mustafizur Rahman, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wa	2017	- 0 +	Report
The Role of Wikipedia in Text Analysis and Retrieval	Marius Pas?ca	2016	- 0 +	Report
The Duet Model: Learning to Match Using Local and Distributed Representations of Text for Web Search	Bhaskar Mitra, Fernando Diaz, Nick Craswell	2017	- 0 +	Report
Fusion in Information Retrieval	J. Shane Culpepper, Oren Kurland	2018	- 0 +	Report
Query Performance Prediction for IR	David Carmel, Oren Kurland	2012	- 0 +	Report
Bayesian Methods for Latent Variable Models	Olivier Cappé	2010	- 0 +	Report
Deep Latent-Variable Models of Natural Language	Yoon Kim, Sam Wiseman, Alexander Rush	2018	- 0 +	Report
Learning to Map Context-Dependent Sentences to Executable Formal Queries	Alane Suhr, Srinivasan Iyer, Yoav Artzi	2018	- 0 +	Report
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)	Prateek Joshi	2018	- 0 +	Report
Random walk vectors for clustering (part I – similarity between objects)	Int8	2015	- 0 +	Report
PageRank with DGL Message Passing	Minjie Wang, Quan Gan, Yu Gai, Zheng Zhang	2019	- 0 +	Report
The Role of Wikipedia in Text Analysis and Retrieval	Marius Pasca	2016	- 0 +	Report
TOPIC MODELING WITH LDA INTRODUCTION	Annalyn Ng	2015	- 0 +	Report
Beginners Guide to Topic Modeling in Python	Shivam Bansal	2014	- 0 +	Report
Introduction to Latent Dirichlet Allocation	Edwin Chen	2011	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Intro	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide;Task 1: Node importance	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner's guide; Task 2: Community Detection	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Task 3: Recommendations & proximity	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Task 4: Center-piece Subgraphs	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Task 5: Graphs over time & tensors	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Task 6: Virus/Influence Propagation	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Theory	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Task 8: hadoop and Tera/Peta byte graphs	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Conclusion	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Fanfiction, Graphs, and PageRank	Christopher Olah	2014	- 0 +	Report
Holistic Sentiment Analysis Across Languages, Part I: LDA	N Saphra	2012	- 0 +	Report
Where Will Your Country Stand in World War III?	Annalyn Ng	2016	- 0 +	Report
New Gensim feature: Author-topic modeling. LDA with metadata.	Olavur Mortensen	2017	- 0 +	Report
Author-topic models: why I am working on a new implementation	Olavur Mortensen	2016	- 0 +	Report
Interpreting LSI Document Similarity	Chris McCormick	2016	- 0 +	Report
Probabilistically Modeling Surface Patterns Using Latent Structure	Jason Eisner	2018	- 0 +	Report
Unseen Patterns: Using Latent-Variable Models for Natural Language	Shay Cohen	2017	- 0 +	Report
Label propagation on graphs	Leonid E. Zhukov	2015	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Web Search Query Log Downloads	Jeff Huang	2010	- 0 +	Report
Stanford Large Network Dataset Collection	Jure Leskovec	2014	- 0 +	Report

Title (link)	Lecturer	Date	Votes	Error
Information Retrieval	Jordan Boyd-Graber	2021	- 0 +	Report
Information Theory	David McAllester'	2019	- 0 +	Report
Language modeling	Hugo Larochelle'	2019	- 0 +	Report
Topic Modeling	John Paisley'	2019	- 0 +	Report
Evaluation	Christopher Manning'	2019	- 0 +	Report
Index Construction	Christopher Manning'	2019	- 0 +	Report
Learning Ranking	Christopher Manning'	2019	- 0 +	Report
Information Retrieval / tf-idf	Jordan Boyd-Graber	2019	- 0 +	Report
Information Retrieval / tf-idf	Jordan Boyd-Graber	2019	- 0 +	Report
Information Retrieval / tf-idf	Jordan Boyd-Graber	2019	- 0 +	Report
Information Retrieval / tf-idf	Jordan Boyd-Graber	2019	- 0 +	Report
Topic Models	Jordan Boyd-Graber	2019	- 0 +	Report
Topic Models	Jordan Boyd-Graber	2019	- 0 +	Report
Topic Models	Mark Schmidt	2017	- 0 +	Report
Information Retrieval	Greg Durrett	2017	- 0 +	Report
Assortativity and Mixing	Peter Dodds	2009	- 0 +	Report
Clustering	David Bamman	2021	- 0 +	Report
Topic models	David Bamman	2021	- 0 +	Report
Information Extraction	David Bamman	2021	- 0 +	Report
Models w/ Latent Random Variables	Graham Neubig	2021	- 0 +	Report
what are networks and how do we talk about them?	Aaron Clauset	2021	- 0 +	Report
Spreading Processes with Complications	Aaron Clauset	2021	- 0 +	Report
Modeling network growth	Aaron Clauset	2021	- 0 +	Report
Network data incompleteness and sampling	Aaron Clauset	2021	- 0 +	Report
Rankings and importance in networks	Aaron Clauset	2021	- 0 +	Report
Ethics in networks	Aaron Clauset	2021	- 0 +	Report
What are networks?	Aaron Clauset	2021	- 0 +	Report
Representing and describing networks	Aaron Clauset	2021	- 0 +	Report
Random graph models	Aaron Clauset	2021	- 0 +	Report
Random graphs with heterogeneous degrees	Aaron Clauset	2021	- 0 +	Report
Predicting Missing Links in Networks	Aaron Clauset	2021	- 0 +	Report
Community structure and mixing patterns	Aaron Clauset	2021	- 0 +	Report
Detecting community structure	Aaron Clauset	2021	- 0 +	Report
Spreading Processes on Networks	Aaron Clauset	2021	- 0 +	Report
Assignment1	Aaron Clauset	2021	- 0 +	Report
Assignment2	Aaron Clauset	2021	- 0 +	Report
Assignment3	Aaron Clauset	2021	- 0 +	Report
Assignment4	Aaron Clauset	2021	- 0 +	Report
Assignment5	Aaron Clauset	2021	- 0 +	Report
syllabus	Aaron Clauset	2021	- 0 +	Report
Cross-Language Information Retrieval	Diana Inkpen	2021	- 0 +	Report
The Anatomy of a Large-Scale Hypertextual Web Search Engine	Diana Inkpen	2021	- 0 +	Report
Image Information Retrieval	Diana Inkpen	2021	- 0 +	Report
Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval	Diana Inkpen	2021	- 0 +	Report
Information Retrieval on the Internet	Diana Inkpen	2021	- 0 +	Report
Preliminaries	Diana Inkpen	2021	- 0 +	Report
Probabilistic model Latent semantic indexing	Diana Inkpen	2021	- 0 +	Report
Introduction	Diana Inkpen	2021	- 0 +	Report
Introduction to Web Technology	Diana Inkpen	2021	- 0 +	Report
Performance Evaluation of Information Retrieval Systems	Diana Inkpen	2021	- 0 +	Report
Query Languages	Diana Inkpen	2021	- 0 +	Report
Text Properties and Languages	Diana Inkpen	2021	- 0 +	Report
Web Search. Web Spidering	Diana Inkpen	2021	- 0 +	Report
Text Categorization	Diana Inkpen	2021	- 0 +	Report
Text Clustering	Diana Inkpen	2021	- 0 +	Report
Language Models for Information Retrieval and Web Search	Diana Inkpen	2021	- 0 +	Report
Advances & Link Analysis	Diana Inkpen	2021	- 0 +	Report
Latent semantic indexing	Diana Inkpen	2021	- 0 +	Report
PageRank_examples	Diana Inkpen	2021	- 0 +	Report
PageRank_examples	Diana Inkpen	2021	- 0 +	Report
PageRank_examples	Diana Inkpen	2021	- 0 +	Report
PageRank	Diana Inkpen	2021	- 0 +	Report
Introduction to Semantic Web Technologies & Linked Data	Diana Inkpen	2021	- 0 +	Report
Ranking and Learning	Diana Inkpen	2021	- 0 +	Report
Information Retrieval	Jordan Boyd-Graber	2021	- 0 +	Report
Information Retrieval	Jordan Boyd-Graber	2021	- 0 +	Report
Information Retrieval	Jordan Boyd-Graber	2021	- 0 +	Report
Ranking problem	Christopher Manning'	2019	- 0 +	Report
Probabilistic Information Retrieval	Christopher Manning'	2019	- 0 +	Report
Network Analysis and Modeling	Aaron Clauset	2017	- 0 +	Report
Data Wrangling: From Raw Data to Networks	Aaron Clauset	2017	- 0 +	Report
Exploration, testing , and prediction	Aaron Clauset	2017	- 0 +	Report
Spatial Networks	Aaron Clauset	2017	- 0 +	Report
Growing Networks	Aaron Clauset	2017	- 0 +	Report
Dynamic Networks	Aaron Clauset	2017	- 0 +	Report
Network basics	Aaron Clauset	2017	- 0 +	Report
Measures of Structural Importance	Aaron Clauset	2017	- 0 +	Report
Measures of Structural Importance (Supplement)	Aaron Clauset	2017	- 0 +	Report
Random graphs I: homogeneous degrees	Aaron Clauset	2017	- 0 +	Report
Random graphs II: heterogeneous degrees	Aaron Clauset	2017	- 0 +	Report
Large-scale structure I: assortativity and modularity	Aaron Clauset	2017	- 0 +	Report
Large-scale structure II: stochastic block models	Aaron Clauset	2017	- 0 +	Report
Large-scale structure II: stochastic block models (supplement)	Aaron Clauset	2017	- 0 +	Report
Large-scale structure III: generalizations and theorems	Aaron Clauset	2017	- 0 +	Report
Wrangling network data I: sampling	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 1	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 2	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 3	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 4	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 5	Aaron Clauset	2017	- 0 +	Report
Network Analysis and Modeling Problem Set 6	Aaron Clauset	2017	- 0 +	Report
Learning Latent Variable Models through Tensor Methods	Anima Anandkumar	2019	- 0 +	Report
Unsupervised Learning and Topic Modeling'	Yoav Goldberg'	2018	- 0 +	Report
CS11-747 Neural Networks for NLP Models w/ Latent Random'	Graham Neubig'	2017	- 0 +	Report
Index compression and efficient query processing	Trevor Cohn'	2019	- 0 +	Report
Lecture 6: Vector Space Model'	Kai-Wei Chang'	2016	- 0 +	Report
Clustering	Claire Cardie	2013	- 0 +	Report
Index compression	Claire Cardie	2013	- 0 +	Report
Evaluation basics	Claire Cardie	2013	- 0 +	Report
Index construction	Claire Cardie	2013	- 0 +	Report
Information Retreival Introduction	Claire Cardie	2013	- 0 +	Report
Inverted indexes	Claire Cardie	2013	- 0 +	Report
Language models I	Claire Cardie	2013	- 0 +	Report
Language models II and relevance feedback	Claire Cardie	2013	- 0 +	Report
Learning to rank	Claire Cardie	2013	- 0 +	Report
More on metrics	Claire Cardie	2013	- 0 +	Report
Online advertising	Claire Cardie	2013	- 0 +	Report
Text categorization: detecting fake on-line reviews	Claire Cardie	2013	- 0 +	Report
Patent Retrieval	Parvaz Mahdabi	2013	- 0 +	Report
Web statistics, tokenization, stopping	Claire Cardie	2013	- 0 +	Report
Stemming and link analysis	Claire Cardie	2013	- 0 +	Report
Stemming and link analysis	Claire Cardie	2013	- 0 +	Report
Relevance, evaluation and users	Claire Cardie	2013	- 0 +	Report
Retrieval models I	Claire Cardie	2013	- 0 +	Report
Retrieval models II	Claire Cardie	2013	- 0 +	Report
Search engine architecture: indexing	Claire Cardie	2013	- 0 +	Report
Overview of Complex Networks	Peter Dodds	2017	- 0 +	Report
Properties of Complex Networks	Peter Dodds	2017	- 0 +	Report
Random Networks	Peter Dodds	2017	- 0 +	Report
Scale-free networks	Peter Dodds	2017	- 0 +	Report
Principles of Complex Systems: What’s the Story?	Peter Dodds	2017	- 0 +	Report
Assortativity and Mixing	Peter Dodds	2019	- 0 +	Report
Branching Networks I	Peter Dodds	2019	- 0 +	Report
Branching Networks II	Peter Dodds	2019	- 0 +	Report
Measures of centrality	Peter Dodds	2019	- 0 +	Report
Chaotic Contagion: The Idealized Hipster Effect	Peter Dodds	2019	- 0 +	Report
Contagion	Peter Dodds	2019	- 0 +	Report
Random walks and diffusion on networks	Peter Dodds	2019	- 0 +	Report
Generalized Contagion	Peter Dodds	2019	- 0 +	Report
Generating Functions and Networks	Peter Dodds	2019	- 0 +	Report
Measuring the Happiness, Health, and Stories of Populations	Peter Dodds	2019	- 0 +	Report
Curious and Interesting Things	Peter Dodds	2019	- 0 +	Report
Mixed, correlated random networks	Peter Dodds	2019	- 0 +	Report
Organizational Networks: Information Exchange and Robustness	Peter Dodds	2019	- 0 +	Report
Overview of Complex Networks	Peter Dodds	2019	- 0 +	Report
Overview of Complex Networks	Peter Dodds	2019	- 0 +	Report
Random Bipartite Networks	Peter Dodds	2019	- 0 +	Report
Random Networks Nutshell	Peter Dodds	2019	- 0 +	Report
Optimal Supply Networks I: Branching	Peter Dodds	2019	- 0 +	Report
Optimal Supply Networks II: Blood, Water, and Truthicide	Peter Dodds	2019	- 0 +	Report
Optimal Supply Networks III: Redistribution	Peter Dodds	2019	- 0 +	Report
The Amusing Law of Benford	Peter Dodds	2020	- 0 +	Report
Biological Contagion	Peter Dodds	2020	- 0 +	Report
Why Complexify	Peter Dodds	2020	- 0 +	Report
Overview of Complex Networks	Peter Dodds	2020	- 0 +	Report
Fame and fate: Why is global success so unpredictable?	Peter Dodds	2020	- 0 +	Report
Principles of Complex Systems: Fundamentals	Peter Dodds	2020	- 0 +	Report
Lognormals and friends	Peter Dodds	2020	- 0 +	Report
A Complex Systems Manifesto	Peter Dodds	2020	- 0 +	Report
Properties of Complex Networks	Peter Dodds	2020	- 0 +	Report
Course Overview for Principles of Complex Systems	Peter Dodds	2020	- 0 +	Report
Mechanisms for Generating Power-Law Size Distributions, Part 1	Peter Dodds	2020	- 0 +	Report
Mechanisms for Generating Power-Law Size Distributions, Part 2	Peter Dodds	2020	- 0 +	Report
Mechanisms for Generating Power-Law Size Distributions, Part 3	Peter Dodds	2020	- 0 +	Report
Mechanisms for Generating Power-Law Size Distributions, Part 4	Peter Dodds	2020	- 0 +	Report
Power-Law Size Distributions	Peter Dodds	2020	- 0 +	Report
Random Networks	Peter Dodds	2020	- 0 +	Report
System Robustness	Peter Dodds	2020	- 0 +	Report
Scale-free networks	Peter Dodds	2020	- 0 +	Report
Scaling—a Plenitude of Power Laws	Peter Dodds	2020	- 0 +	Report
Small-world networks	Peter Dodds	2020	- 0 +	Report
Social Contagion	Peter Dodds	2020	- 0 +	Report
Principles of Complex Systems: What's the Story?	Peter Dodds	2020	- 0 +	Report
Optimal Supply Networks III: Redistribution	Peter Dodds	2020	- 0 +	Report
Voting, Success, and Superstars	Peter Dodds	2020	- 0 +	Report
Data from our man Zipf	Peter Dodds	2020	- 0 +	Report
Lexical Ambiguity Resolution	David Yarowsky	2021	- 0 +	Report
Information Visualization in IR: Dotplot	David Yarowsky	2021	- 0 +	Report
EM Named Entity	David Yarowsky	2021	- 0 +	Report
Harvest	David Yarowsky	2021	- 0 +	Report
Information Visualization in IR	David Yarowsky	2021	- 0 +	Report
Additional SVD Examples	David Yarowsky	2021	- 0 +	Report
CS6740 Introduction	Lillian Lee	2019	- 0 +	Report
Motivation for Tree Adjoining Grammars: introduction to sentential structure	Lillian Lee	2019	- 0 +	Report
Motivation for Tree Adjoining Grammars: introduction to sentential structure	Lillian Lee	2019	- 0 +	Report
CFGs, long-distance dependencies, tree insertion grammar, Sept 5, 2019	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 4	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 5	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 6	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 7	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 8	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 9	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 10	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 12	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 13	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 15	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 16	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 21	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 23	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 25	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 26	Lillian Lee	2019	- 0 +	Report
CS 6740 Lecture 27	Lillian Lee	2019	- 0 +	Report
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning	Lillian Lee	2019	- 0 +	Report
The Deep Learning Revolution Handout	Raymond J. Mooney	2020	- 0 +	Report
The Deep Learning Revolution	Raymond J. Mooney	2020	- 0 +	Report
Ethical Issues in IR Handout	Raymond J. Mooney	2020	- 0 +	Report
Ethical Issues in IR	Raymond J. Mooney	2020	- 0 +	Report
Performance Evaluation of Information Retrieval Systems Handout	Raymond J. Mooney	2020	- 0 +	Report
Performance Evaluation of Information Retrieval Systems	Raymond J. Mooney	2020	- 0 +	Report
Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval Handout	Raymond J. Mooney	2020	- 0 +	Report
Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval	Raymond J. Mooney	2020	- 0 +	Report
Information Extraction Handout	Raymond J. Mooney	2020	- 0 +	Report
Information Extraction	Raymond J. Mooney	2020	- 0 +	Report
Information Retrieval and Web Search: Introduction Handout	Raymond J. Mooney	2020	- 0 +	Report
Information Retrieval and Web Search: Introduction	Raymond J. Mooney	2020	- 0 +	Report
Boolean and Vector Space Retrieval Models Handout	Raymond J. Mooney	2020	- 0 +	Report
Boolean and Vector Space Retrieval Models	Raymond J. Mooney	2020	- 0 +	Report
Probabilistic Language-Model Based Document Retrieval Handout	Raymond J. Mooney	2020	- 0 +	Report
Probabilistic Language-Model Based Document Retrieval	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Advances & Link Analysis Handout	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Advances & Link Analysis	Raymond J. Mooney	2020	- 0 +	Report
Query Languages Notes	Raymond J. Mooney	2020	- 0 +	Report
Query Languages	Raymond J. Mooney	2020	- 0 +	Report
Query Operations: Relevance Feedback & Query Expansion Handout	Raymond J. Mooney	2020	- 0 +	Report
Query Operations: Relevance Feedback & Query Expansion	Raymond J. Mooney	2020	- 0 +	Report
Recommender Systems Handout	Raymond J. Mooney	2020	- 0 +	Report
Recommender Systems: Collaborative Filtering & Content-Based Recommending	Raymond J. Mooney	2020	- 0 +	Report
Semantic Parsing for Question Answering	Raymond J. Mooney	2020	- 0 +	Report
Semantic Parsing for Question Answering	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Spidering Handout	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Spidering	Raymond J. Mooney	2020	- 0 +	Report
Text Categorization Handout	Raymond J. Mooney	2020	- 0 +	Report
Text Categorization	Raymond J. Mooney	2020	- 0 +	Report
Text Clustering	Raymond J. Mooney	2020	- 0 +	Report
Text Properties and Languages	Raymond J. Mooney	2020	- 0 +	Report
Text Properties and Languages	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Interfaces Handout	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Interfaces	Raymond J. Mooney	2020	- 0 +	Report
Web Search Introduction handout	Raymond J. Mooney	2020	- 0 +	Report
Web Search: Introduction	Raymond J. Mooney	2020	- 0 +	Report
The Deep Learning Revolution	Raymond J. Mooney	2020	- 0 +	Report
Ethical Issues in IR	Raymond J. Mooney	2020	- 0 +	Report
Structured learning with latent variables	Dan Roth	2017	- 0 +	Report
Dynamic and random graph models of structure	Aaron Clauset	2014	- 0 +	Report
Information Theory	Sargur N. Srihari	2018	- 0 +	Report
Example: Computer Science Ranking	Sargur N. Srihari	2018	- 0 +	Report
Ranking	Mehryar Mohri	2018	- 0 +	Report
Topic models	Graham Neubig	2015	- 0 +	Report
Semi Supervised Retrieval, Pagerank	Dragomir Radev	2018	- 0 +	Report
Search Engine Architecture	Dragomir Radev	2018	- 0 +	Report
Query Modification	Dragomir Radev	2018	- 0 +	Report
Introduction to Information Retrieval	Dragomir Radev	2018	- 0 +	Report
Random Walks and Harmonic Functions	Dragomir Radev	2018	- 0 +	Report
Toolkits for Information Retrieval	Dragomir Radev	2018	- 0 +	Report
Evaluation of Information Retrieval	Dragomir Radev	2018	- 0 +	Report
MDPs II	Percy Liang	2017	- 0 +	Report
Decision Networks and Value of Perfect Information	Dan Klein and Pieter Abbeel	2014	- 0 +	Report
Information Theory	David McAllester	2017	- 0 +	Report
Language modeling	Hugo Larochelle	2017	- 0 +	Report
Topic Modeling	John Paisley	2017	- 0 +	Report
Information Retrieval 3	David Smith	2013	- 0 +	Report
Information Retrieval 1	David Smith	2013	- 0 +	Report
Information Retrieval 8	David Smith	2013	- 0 +	Report
Information Retrieval 4	David Smith	2013	- 0 +	Report
Information Retrieval 5	David Smith	2013	- 0 +	Report
Information Retrieval 7	David Smith	2013	- 0 +	Report
Information Retrieval 6	David Smith	2013	- 0 +	Report
Information Retrieval 2	David Smith	2013	- 0 +	Report
Hypertext and Link Analysis	Christopher Manning	2017	- 0 +	Report
Efficient Scoring	Christopher Manning	2017	- 0 +	Report
Introducing Information Retrieval and Web Search	Christopher Manning	2017	- 0 +	Report
Tolerant Retrieval	Christopher Manning	2017	- 0 +	Report
Ranking Principle	Christopher Manning	2017	- 0 +	Report
Compression	Christopher Manning	2017	- 0 +	Report
Hypertext and Link Analysis	Christopher Manning	2017	- 0 +	Report
Document Ingestion,Tokenization, Stemming and Lemmatization	Christopher Manning	2017	- 0 +	Report
Evaluation	Christopher Manning	2017	- 0 +	Report
Efficient Scoring	Christopher Manning	2017	- 0 +	Report
Index Construction	Christopher Manning	2017	- 0 +	Report
Tolerant Retrieval	Christopher Manning	2017	- 0 +	Report
Evaluation	Christopher Manning	2017	- 0 +	Report
Introduction to Information Retrieval	Christopher Manning	2017	- 0 +	Report
Document Ingestion,Tokenization, Stemming and Lemmatization	Christopher Manning	2017	- 0 +	Report
Evaluation	Christopher Manning	2017	- 0 +	Report
Scoring and results assembly	Christopher Manning	2017	- 0 +	Report
Scoring and results assembly	Christopher Manning	2017	- 0 +	Report
Dictionaries and Tolerant Retrieval	Hinrich Sch¨utze	2014	- 0 +	Report
Probabilistic Information Retrieval	Hinrich Sch¨utze	2014	- 0 +	Report
Learning to Rank	Hinrich Sch¨utze	2014	- 0 +	Report
Link Analysis	Hinrich Sch¨utze	2014	- 0 +	Report
Index Construction	Hinrich Sch¨utze	2014	- 0 +	Report
The term vocabulary and postings lists	Hinrich Sch¨utze	2014	- 0 +	Report
Latent Semantic Indexing	Hinrich Sch¨utze	2014	- 0 +	Report
Language Models for IR	Hinrich Sch¨utze	2014	- 0 +	Report
Scores in a Complete Search System	Hinrich Sch¨utze	2014	- 0 +	Report
Relevance Feedback & Query Expansion	Hinrich Sch¨utze	2014	- 0 +	Report
Index Compression	Hinrich Sch¨utze	2014	- 0 +	Report
Crawling	Hinrich Sch¨utze	2014	- 0 +	Report
XML Retrieval	Hinrich Sch¨utze	2014	- 0 +	Report
Scoring, Term Weighting, The Vector Space Model	Hinrich Sch¨utze	2014	- 0 +	Report
Evaluation & Result Summaries	Hinrich Sch¨utze	2014	- 0 +	Report
Web Search	Hinrich Sch¨utze	2014	- 0 +	Report
Boolean Retrieval	Hinrich Sch¨utze	2014	- 0 +	Report
Lecture 6: (Probabilistic) Latent Semantic Analysis	Julia Hockenmaier	2013	- 0 +	Report
A Theoretical and Practical Implementation Tutorial on Topic Modeling and Gibbs Sampling	Yoav Goldberg	2018	- 0 +	Report
Vector Space Models	Sameer Singh	2017	- 0 +	Report
Index Construction and Advanced Queries	Trevor Cohn	2018	- 0 +	Report
Index compression and efficient query processing	Trevor Cohn	2018	- 0 +	Report
Query Completion / Expansion	Trevor Cohn	2018	- 0 +	Report
INFORMATION RETRIEVAL: THE VECTOR SPACE MODEL	Trevor Cohn	2018	- 0 +	Report
Semester review	Claire Cardie	2013	- 0 +	Report
Spam detection and sentiment analysis	Claire Cardie	2013	- 0 +	Report
Web crawlers I	Claire Cardie	2013	- 0 +	Report
Search engine architecture: querying	Claire Cardie	2013	- 0 +	Report
Web crawlers II	Claire Cardie	2013	- 0 +	Report
Boolean&VS model	Hongning Wang	2018	- 0 +	Report
Crawler and Text Analysis	Hongning Wang	2018	- 0 +	Report
Implicit User Feedback	Hongning Wang	2018	- 0 +	Report
Information Retrieval Evaluation	Hongning Wang	2018	- 0 +	Report
Introduction to Information Retrieval	Hongning Wang	2018	- 0 +	Report
Inverted Index	Hongning Wang	2018	- 0 +	Report
Language Models	Hongning Wang	2018	- 0 +	Report
learning2rank	Hongning Wang	2018	- 0 +	Report
Link Analysis	Hongning Wang	2018	- 0 +	Report
Information Retrieval Midterm Review	Hongning Wang	2018	- 0 +	Report
Modern Retrieval Evaluations	Hongning Wang	2018	- 0 +	Report
Boolean&VS model	Hongning Wang	2018	- 0 +	Report
Crawler and Text Analysis	Hongning Wang	2018	- 0 +	Report
Implicit User Feedback	Hongning Wang	2018	- 0 +	Report
Information Retrieval Evaluation	Hongning Wang	2018	- 0 +	Report
Introduction to Information Retrieval	Hongning Wang	2018	- 0 +	Report
Inverted Index	Hongning Wang	2018	- 0 +	Report
Language Models	Hongning Wang	2018	- 0 +	Report
learning2rank	Hongning Wang	2018	- 0 +	Report
Link Analysis	Hongning Wang	2018	- 0 +	Report
Modern Retrieval Evaluations	Hongning Wang	2018	- 0 +	Report
Probabilistic Ranking Principle	Hongning Wang	2018	- 0 +	Report
Relevance Feedback	Hongning Wang	2018	- 0 +	Report
Search Engine Architecture	Hongning Wang	2018	- 0 +	Report
Probabilistic Ranking Principle	Hongning Wang	2018	- 0 +	Report
Relevance Feedback	Hongning Wang	2018	- 0 +	Report
Search Engine Architecture	Hongning Wang	2018	- 0 +	Report
Information Retrieval Summary of Midterm	Hongning Wang	2018	- 0 +	Report
Classification	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Naïve Bayes classifier	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Support vector machines	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Ensemble methods	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Data Mining Outro	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Information Retrieval & Data Mining	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Information Retrieval & Data Mining	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Basics from probability theory and statistics	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Statistical Inference: Sampling and Estimation	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Hypothesis Testing; Linear Regression; Logistic Regression	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Ranking Principles	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Basic ranking & evaluation measures	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Ranking Principles	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Statistical Language Models	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Advanced Query Types	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Link Analysis	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Link Analysis	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Link Spam: Not Just E-mails Anymore	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Indexing & Searching	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Index Compression	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Top-k Query Processing	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Information Extraction	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
IE for Entities, Relations, Roles	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Named Entity Reconciliation	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Frequent Itemsets and Association Rules	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Frequent Itemsets & Association Rules	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Clustering	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Hierarchical Clustering	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Matrix factorizations	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Matrix factorizations	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Latent topic models	Martin Theobald, Pauli Miettinen	2011	- 0 +	Report
Ngram Language Models	Min-Yen Kan	2011	- 0 +	Report
Boolean Retrieval	Min-Yen Kan	2011	- 0 +	Report
Indexing	Min-Yen Kan	2011	- 0 +	Report
Vector Space Model and Weighting	Min-Yen Kan	2011	- 0 +	Report
IR Evaluation and XML Retrieval	Min-Yen Kan	2011	- 0 +	Report
Information Retrieval - Course Organization	Min-Yen Kan	2011	- 0 +	Report
Probabilistic IR and Language Model IR	Min-Yen Kan	2011	- 0 +	Report
Language Models	Min-Yen Kan	2011	- 0 +	Report
Boolean Retrieval	Min-Yen Kan	2011	- 0 +	Report
Terms and Postings	Min-Yen Kan	2011	- 0 +	Report
Dictionaries and Tolerant Retrieval	Min-Yen Kan	2011	- 0 +	Report
Index Construction	Min-Yen Kan	2011	- 0 +	Report
Index Compression	Min-Yen Kan	2011	- 0 +	Report
Scoring and the Vector Space Model	Min-Yen Kan	2011	- 0 +	Report
A Complete Search System	Min-Yen Kan	2011	- 0 +	Report
IR Evaluation / XML Retrival	Min-Yen Kan	2011	- 0 +	Report
Social Search	Addison Wesley	2008	- 0 +	Report
Beyond Bag of Words	Addison Wesley	2008	- 0 +	Report
Search Engines Information Retrieval in Practice Chapter 1	Addison Wesley	2008	- 0 +	Report
Architecture of a Search Engine	Addison Wesley	2008	- 0 +	Report
Crawls and Feeds	Addison Wesley	2008	- 0 +	Report
Processing Text	Addison Wesley	2008	- 0 +	Report
Ranking with Indexes	Addison Wesley	2008	- 0 +	Report
Queries and Interfaces	Addison Wesley	2008	- 0 +	Report
Retrieval Models	Addison Wesley	2008	- 0 +	Report
Evaluating Search Engines	Addison Wesley	2008	- 0 +	Report
Classification and Clustering	Addison Wesley	2008	- 0 +	Report
Systems issues in efficient retrieval and scoring	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Systems issues in efficient retrieval and scoring	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Probabilistic IR: the binary independence model	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Computing scores and BM25F Notes	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Text classification (Naive Bayes, kNN, decision boundaries)	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Text classification (Support vector machines)	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Learning to rank	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Link analysis	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Crawling and near-duplicate pages	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Question answering	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Distributed word representations for IR	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Term Vocabulary and Postings Lists	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Dictionaries and Tolerant Retrieval	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Index Construction	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Index Compression	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Vector Space Model	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Computing Scores	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Computing Scores	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Evaluation methods & NDCG Notes	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Evaluation methods & NDCG	Chris Manning, Pandu Nayak	2019	- 0 +	Report
MapReduce with Java	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Personalization	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Spelling correction	Chris Manning, Pandu Nayak	2019	- 0 +	Report
Estimating the Query Difficulty for Information Retrieval	David Carmel, Elad Yom-Tov	2010	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Automatic Labeling of Topic Models Using Text Summaries	Xiaojun Wan, Tianming Wang	2016	- 0 +	Report
Multi-document abstractive summarization using ilp based multi-sentence compression	Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama	2016	- 0 +	Report
Network analysis of named entity interactions in written texts	Diego R. Amancio	2015	- 0 +	Report
Parameterized Neural Network Language Models for Information Retrieval	Benjamin Piwowarski, Sylvain Lamprier, Nicolas Despres	2015	- 0 +	Report
Compression of Neural Machine Translation Models via Pruning	Abigail See, Minh-Thang Luong, Christopher D Manning	2016	- 0 +	Report
Language as a latent variable: Discrete generative models for sentence compression	Yishu Miao, Phil Blunsom	2016	- 0 +	Report
Temporal Network Analysis of Literary Texts	Sandra D Prado, Silvio R Dahmen, Ana LC Bazzan, Padraig Mac Carron, Ralph Kenna	2016	- 0 +	Report
Data Representation and Compression Using Linear-Programming Approximations	Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie	2015	- 0 +	Report
On Improving Informativity and Grammaticality for Multi-Sentence Compression	Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong, Fang Chen	2016	- 0 +	Report

Title (link)	Author	Date	Votes	Error
NetworkX: Network Analysis with Python	Petko Georgiev	2019	- 0 +	Report
Networks An Introduction	Mark Newman	2010	- 0 +	Report
Interactive Information Retrieval: Models, Algorithms, and Evaluation	Cheng Xiang Zhai	2019	- 0 +	Report
Fusion in Information Retrieval	J. Shane Culpepper, Oren Kurland	2018	- 0 +	Report

Topic 6: Information Retrieval and Topic Modeling 601