AAN: 6. Information Retrieval and Topic Modeling

ID	Topic Name
61	Information Retrieval
62	Document Ranking
64	Network Analysis

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

Title (link)	Author	Date	Votes	Error
Assortativity and Mixing	Peter Dodds	2009	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Networks An Introduction	Mark Newman	2010	- 0 +	Report

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

Title (link)	Author	Date	Votes	Error
INDRI: Language modeling meets inference networks	Author Unknown	2013	- 0 +	Report
Stanford Open Information Extraction - Python Wrapper	Philippe R?my	2017	- 0 +	Report
node2vec: Scalable Feature Learning for Networks	Jure Leskovec	2016	- 0 +	Report
SyncPy Python Library	Giovanna Varni, Mohamed Chetouani	2016	- 0 +	Report
Datefinder - Extract Dates from Text	Author Unknown	2017	- 0 +	Report
python-igraph	Tamás Nepusz, Gábor Csárdi	2005	- 0 +	Report
QueryReformulator	Rodrigo Frassetto Nogueira, Kyunghyun Cho	2017	- 0 +	Report
sotawhat	Chip Huyen	2018	- 0 +	Report
Capsule Network	Daniel Havir	2018	- 0 +	Report
LexNLP by LexPredict	Not Available	2019	- 0 +	Report
scholar.py	Daniele Ciriello, Christian Kreibich	2013	- 0 +	Report
Keras-GAN	Erick Lindernoren	2018	- 0 +	Report
Word Statistics	theofilis	2013	- 0 +	Report
Gephi: The Open Graph Viz Platform	Bastian M., Heymann S., Jacomy M.	2008	- 0 +	Report
Seq2Seq-Vis	IBM Research	2018	- 0 +	Report
topic_modeling_Gensim.ipynb	Susan Li	2018	- 0 +	Report
Deep Relevance Ranking Using Enhanced Document-Query Interactions	nlpaueb	2018	- 0 +	Report
A library for working with graphs in Python	Pedro Matiello	2016	- 0 +	Report
Snap.py - SNAP for Python	Jure Leskovec	2016	- 0 +	Report

Title (link)	Author	Date	Votes	Error
FreeDiscovery: E-Discovery and Information Retrieval Engine	FreeDiscovery	2017	- 0 +	Report
Auto-Keras	Haifeng Jin, Qingquan Song, Xia Hu	2018	- 0 +	Report
Topic Modelling in Python with NLTK and Gensim	Susan Li	2018	- 0 +	Report
Graphs & paths: PageRank.	David Pynes	2018	- 0 +	Report
Text to SQL	The Allen Institute for Artificial Intelligence	2018	- 0 +	Report
What does Deep Learning Contribute to Search	Tommaso Teofili	2018	- 0 +	Report
Torchtext	Author Unknown	2017	- 0 +	Report
Building a Content-Based Search Engine IV: Earth Mover?s Distance	Daniel Sabinasz	2018	- 0 +	Report
Feature Visualization	Chris Olah, Alexander Mordvintsev, Ludwig Schubert	2017	- 0 +	Report
What is the Difference Between a Batch and an Epoch in a Neural Network?	Jason Brownlee	2018	- 0 +	Report
Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I	Tanay Kothari	2017	- 0 +	Report
Network science	Albert-László Barabási	2013	- 0 +	Report
5 Tasty Python Web Scraping Libraries	Author Unknown	2017	- 0 +	Report
Developing a fast Indexing and Full text Search Engine with Whoosh: A Pure-Python Library	Abhijeet Kumar	2018	- 0 +	Report
Building a Content-Based Search Engine III: Feature Signatures	Daniel Sabinasz	2018	- 0 +	Report
Understanding Hinton's Capsule Networks. Part 1: Intuition	Max Pechyonkin	2017	- 0 +	Report
Why Initialize a Neural Network with Random Weights?	Jason Brownlee	2018	- 0 +	Report
Introducing TF-Ranking	Jesus Rodriguez	2018	- 0 +	Report
Information Retrieval System explained in simple terms!	Tavish Srivastava	2015	- 0 +	Report
Artificial Intelligence applications in search engines	Gabriel Jiménez	2018	- 0 +	Report
Building a Content-Based Search Engine II: Extracting Feature Vectors	Daniel Sabinasz	2018	- 0 +	Report
Highlights of EMNLP 2017: Exciting Datasets, Return of the Clusters, and More!	Sebastian Ruder	2017	- 0 +	Report
The 10 Neural Network Architectures Machine Learning Researchers Need To Learn	James Le	2018	- 0 +	Report
Use TextRank to Extract Most Important Sentences in Article	Ceshine Lee	2018	- 0 +	Report
Beam Search???A Search Strategy	Prakhar Mishra	2018	- 0 +	Report
Building a Content-Based Search Engine I: Quantifying Similarity	Daniel Sabinasz	2018	- 0 +	Report
The Building Blocks of Interpretability	Chris Olah	2018	- 0 +	Report
Generative Adversarial Networks - History and Overview	Kiran Sudhir	2017	- 0 +	Report
Web Scraping Tutorial with Python: Tips and Tricks	Jekaterina Kokatjuhha	2018	- 0 +	Report
An Introduction to Graph Theory and Network Analysis (with Python codes)	Guest Blog	2018	- 0 +	Report

Title (link)	Author	Date	Votes	Error
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
Computational Models for Social and Information Network Analysis	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Human Decisions and Machine Predictions	Jure Leskovec	2017	- 0 +	Report
Neural Networks for Information Retrieval	Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra	2017	- 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
Large Graph Mining: Power Tools and a Practitioner?s guide; Conclusion	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Neural Networks for Information Retrieval - Text Matching II	Mostafa Deghani, Christophe Van Gysel	2017	- 0 +	Report
Neural Models for Information Retrieval	Bhaskar Mitra	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
Beginner's guide to Web Scraping in Python (using BeautifulSoup)	Sunil Ray	2015	- 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
Computational Models for Social and Information Network Analysis - Social Tie & Influence	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Networks and Optimization	Jure Leskovec	2017	- 0 +	Report
Two Lessons I have recently learned (1) Parallel Decoding of a Sequence (2) Meta-Learning	Kyunghyun Cho	1180	- 0 +	Report
PageRank explained in simple terms!	Tavish Srivastava	2017	- 0 +	Report
Fusion in Information Retrieval	J. Shane Culpepper, Oren Kurland	2018	- 0 +	Report
Neural Networks for Information Retrieval	Multiple	2019	- 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
Neural Networks for Information Retrieval - Text Matching I	Alexey Borisov, Bhaskar Mitra	2017	- 0 +	Report
Neural Information Retrieval	Daniel Keller	2018	- 0 +	Report
Information retrieval	"Drago Radev, Qiaozhu Mei"	2016	- 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
Large Graph Mining: Power Tools and a Practitioner's guide; Task 2: Community Detection	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Computational Models for Social and Information Network Analysis - Introduction	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Community Detection in Networks	Jure Leskovec	2017	- 0 +	Report
Investigating the Successes and Failures of BERT for Passage Re-Ranking	"Harshith Padigela, Hamed Zamani, and W. Bruce Croft"	2019	- 0 +	Report
Sequence Modeling with Neural Networks	Harini Suresh	2018	- 0 +	Report
The Role of Wikipedia in Text Analysis and Retrieval	Marius Pas?ca	2016	- 0 +	Report
Intro-HLT: Introduction to Information Retrieval & Web Search	Kevin Duh	2019	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Theory	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
Neural Networks for Information Retrieval - Preliminaries	Tom Kenter, Maarten de Rijke	2017	- 0 +	Report
Crosslingual Information Retrieval	Rui Zhang	2018	- 0 +	Report
Where Will Your Country Stand in World War III?	Annalyn Ng	2016	- 0 +	Report
Neural Networks for Information Retrieval - Generating Responses	Mostafa Deghani, Tom Kenter	2017	- 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
Computational Models for Social and Information Network Analysis - Conclusion	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
Representation Learning with Networks	Jure Leskovec	2017	- 0 +	Report
Query Performance Prediction for IR	David Carmel, Oren Kurland	2012	- 0 +	Report
Recent Trends in Network Science	Hiroki Sayama	2016	- 0 +	Report
Random walk vectors for clustering (part I – similarity between objects)	Int8	2015	- 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
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
Neural Networks for Information Retrieval - Introduction	Tom Kenter	2017	- 0 +	Report
Graph-based Text Representations	Fragkiskos D. Malliaros	2018	- 0 +	Report
Fanfiction, Graphs, and PageRank	Christopher Olah	2014	- 0 +	Report
Neural Networks for Information Retrieval - Modeling User Behavior	Alexey Borisov, Maarten de Rijke	2017	- 0 +	Report
Network methods for NLP	Noah Amsel	2018	- 0 +	Report
Large Graph Mining: Power Tools and a Practitioner?s guide; Intro	Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis	2009	- 0 +	Report
The Role of Wikipedia in Text Analysis and Retrieval	Marius Pasca	2016	- 0 +	Report
Label propagation on graphs	Leonid E. Zhukov	2015	- 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
Computational Models for Social and Information Network Analysis - Network Embedding Theory, Algorithms, and Applications	Jie Tang, Yuxiao Dong	2018	- 0 +	Report
The local geometry of graphs, or, how to ?read? large graphs	Nati Linial	2017	- 0 +	Report
Deep Learning for Information Retrieval	Hang Li, Zhengdong Lu	2016	- 0 +	Report
Learning to Map Context-Dependent Sentences to Executable Formal Queries	Alane Suhr, Srinivasan Iyer, Yoav Artzi	2018	- 0 +	Report
Neural Networks for Information Retrieval - Learning to Rank	Christophe Van Gysel, Bhaskar Mitra	2017	- 0 +	Report
NetworkX: Network Analysis with Python	Petko Georgiev	2014	- 0 +	Report
PageRank with DGL Message Passing	Minjie Wang, Quan Gan, Yu Gai, Zheng Zhang	2019	- 0 +	Report
Recent Advances in Conversational Information Retrieval (CIR) - A review of neural approaches	Jianfeng Gao, Chenyan Xiong, Paul Bennett	2020	- 0 +	Report

Topic 6: Information Retrieval and Topic Modeling 483