Topic 6: Information Retrieval and Topic Modeling 349


Title (link) Author Date Votes Error
Fusion in Information Retrieval J. Shane Culpepper, Oren Kurland 2018
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Interactive Information Retrieval: Models, Algorithms, and Evaluation Cheng Xiang Zhai 2019
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Title (link) Author Date Votes Error
Web Search Query Log Downloads Jeff Huang 2010
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Stanford Large Network Dataset Collection Jure Leskovec 2014
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Title (link) Lecturer Date Votes Error
A Complex Systems Manifesto Peter Dodds 2020
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CS6740 Introduction Lillian Lee 2019
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Voting, Success, and Superstars Peter Dodds 2020
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Network basics Aaron Clauset 2017
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Information Visualization in IR: Dotplot David Yarowsky 2021
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CS 6740 Lecture 23 Lillian Lee 2019
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Overview of Complex Networks Peter Dodds 2017
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Information Retrieval and Web Search: Introduction Raymond J. Mooney 2020
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Tolerant Retrieval Christopher Manning 2017
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Mixed, correlated random networks Peter Dodds 2019
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Web Search: Spidering Raymond J. Mooney 2020
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Crawling Hinrich Sch¨utze 2014
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Mechanisms for Generating Power-Law Size Distributions, Part 3 Peter Dodds 2020
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CS 6740 Lecture 5 Lillian Lee 2019
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MDPs II Percy Liang 2017
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Large-scale structure I: assortativity and modularity Aaron Clauset 2017
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The Deep Learning Revolution Handout Raymond J. Mooney 2020
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Unsupervised Learning and Topic Modeling' Yoav Goldberg' 2018
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Assortativity and Mixing Peter Dodds 2019
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Web Search: Advances & Link Analysis Handout Raymond J. Mooney 2020
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Index Construction Christopher Manning 2017
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Random Networks Nutshell Peter Dodds 2019
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Text Properties and Languages Raymond J. Mooney 2020
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Biological Contagion Peter Dodds 2020
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Ethical Issues in IR Raymond J. Mooney 2020
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Information Retrieval / tf-idf Jordan Boyd-Graber 2019
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Efficient Scoring Christopher Manning 2017
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Query Completion / Expansion Trevor Cohn 2018
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Scale-free networks Peter Dodds 2020
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Network Analysis and Modeling Aaron Clauset 2017
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CS 6740 Lecture 10 Lillian Lee 2019
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Introduction to Information Retrieval Dragomir Radev 2018
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Network Analysis and Modeling Problem Set 1 Aaron Clauset 2017
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Performance Evaluation of Information Retrieval Systems Raymond J. Mooney 2020
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Information Retrieval 8 David Smith 2013
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Contagion Peter Dodds 2019
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Query Operations: Relevance Feedback & Query Expansion Raymond J. Mooney 2020
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Dictionaries and Tolerant Retrieval Hinrich Sch¨utze 2014
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Evaluation of Information Retrieval Dragomir Radev 2018
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Scores in a Complete Search System Hinrich Sch¨utze 2014
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Lognormals and friends Peter Dodds 2020
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Probabilistic Information Retrieval Christopher Manning' 2019
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Optimal Supply Networks III: Redistribution Peter Dodds 2020
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Dynamic Networks Aaron Clauset 2017
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Lexical Ambiguity Resolution David Yarowsky 2021
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CS 6740 Lecture 21 Lillian Lee 2019
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INFORMATION RETRIEVAL: THE VECTOR SPACE MODEL Trevor Cohn 2018
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Network Analysis and Modeling Problem Set 6 Aaron Clauset 2017
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Information Retrieval and Web Search: Introduction Handout Raymond J. Mooney 2020
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Information Retrieval 2 David Smith 2013
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Lecture 6: Vector Space Model' Kai-Wei Chang' 2016
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Curious and Interesting Things Peter Dodds 2019
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Web Search: Spidering Handout Raymond J. Mooney 2020
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Index Compression Hinrich Sch¨utze 2014
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Toolkits for Information Retrieval Dragomir Radev 2018
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Mechanisms for Generating Power-Law Size Distributions, Part 2 Peter Dodds 2020
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CS 6740 Lecture 4 Lillian Lee 2019
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Semi Supervised Retrieval, Pagerank Dragomir Radev 2018
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Random graphs II: heterogeneous degrees Aaron Clauset 2017
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Additional SVD Examples David Yarowsky 2021
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Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning Lillian Lee 2019
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Principles of Complex Systems: What’s the Story? Peter Dodds 2017
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Probabilistic Language-Model Based Document Retrieval Raymond J. Mooney 2020
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Evaluation Christopher Manning 2017
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Random Bipartite Networks Peter Dodds 2019
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Text Properties and Languages Raymond J. Mooney 2020
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The Amusing Law of Benford Peter Dodds 2020
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The Deep Learning Revolution Raymond J. Mooney 2020
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Information Retrieval / tf-idf Jordan Boyd-Graber 2019
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Hypertext and Link Analysis Christopher Manning 2017
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Index compression and efficient query processing Trevor Cohn 2018
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System Robustness Peter Dodds 2020
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CS 6740 Lecture 9 Lillian Lee 2019
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Wrangling network data I: sampling Aaron Clauset 2017
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Performance Evaluation of Information Retrieval Systems Handout Raymond J. Mooney 2020
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Information Retrieval 1 David Smith 2013
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Chaotic Contagion: The Idealized Hipster Effect Peter Dodds 2019
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Query Operations: Relevance Feedback & Query Expansion Handout Raymond J. Mooney 2020
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Evaluation Christopher Manning 2017
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Principles of Complex Systems: Fundamentals Peter Dodds 2020
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Language modeling Hugo Larochelle' 2019
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Random Walks and Harmonic Functions Dragomir Radev 2018
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Principles of Complex Systems: What's the Story? Peter Dodds 2020
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Growing Networks Aaron Clauset 2017
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Index Construction Christopher Manning' 2019
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CS 6740 Lecture 16 Lillian Lee 2019
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Vector Space Models Sameer Singh 2017
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Network Analysis and Modeling Problem Set 5 Aaron Clauset 2017
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Information Extraction Raymond J. Mooney 2020
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Information Retrieval 6 David Smith 2013
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Measuring the Happiness, Health, and Stories of Populations Peter Dodds 2019
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Semantic Parsing for Question Answering Raymond J. Mooney 2020
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The term vocabulary and postings lists Hinrich Sch¨utze 2014
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Mechanisms for Generating Power-Law Size Distributions, Part 1 Peter Dodds 2020
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Decision Networks and Value of Perfect Information Dan Klein and Pieter Abbeel 2014
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CFGs, long-distance dependencies, tree insertion grammar, Sept 5, 2019 Lillian Lee 2019
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Random graphs I: homogeneous degrees Aaron Clauset 2017
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Information Visualization in IR David Yarowsky 2021
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CS 6740 Lecture 27 Lillian Lee 2019
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Scale-free networks Peter Dodds 2017
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Probabilistic Language-Model Based Document Retrieval Handout Raymond J. Mooney 2020
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Document Ingestion,Tokenization, Stemming and Lemmatization Christopher Manning 2017
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Overview of Complex Networks Peter Dodds 2019
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Text Clustering Raymond J. Mooney 2020
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Boolean Retrieval Hinrich Sch¨utze 2014
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Web Search Introduction handout Raymond J. Mooney 2020
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Web Search: Introduction Raymond J. Mooney 2020
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Ranking Mehryar Mohri 2018
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Efficient Scoring Christopher Manning 2017
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Index Construction and Advanced Queries Trevor Cohn 2018
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Random Networks Peter Dodds 2020
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CS 6740 Lecture 8 Lillian Lee 2019
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Large-scale structure III: generalizations and theorems Aaron Clauset 2017
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Ethical Issues in IR Raymond J. Mooney 2020
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Information Retrieval 3 David Smith 2013
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Measures of centrality Peter Dodds 2019
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Query Languages Raymond J. Mooney 2020
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Document Ingestion,Tokenization, Stemming and Lemmatization Christopher Manning 2017
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Optimal Supply Networks III: Redistribution Peter Dodds 2019
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Estimating the Query Difficulty for Information Retrieval David Carmel, Elad Yom-Tov 2010
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Fame and fate: Why is global success so unpredictable? Peter Dodds 2020
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Information Retrieval Greg Durrett 2017
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Social Contagion Peter Dodds 2020
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Spatial Networks Aaron Clauset 2017
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Evaluation Christopher Manning' 2019
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CS 6740 Lecture 15 Lillian Lee 2019
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Lecture 6: (Probabilistic) Latent Semantic Analysis Julia Hockenmaier 2013
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Network Analysis and Modeling Problem Set 4 Aaron Clauset 2017
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Information Extraction Handout Raymond J. Mooney 2020
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Information Retrieval 7 David Smith 2013
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Generating Functions and Networks Peter Dodds 2019
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Semantic Parsing for Question Answering Raymond J. Mooney 2020
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Index Construction Hinrich Sch¨utze 2014
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Course Overview for Principles of Complex Systems Peter Dodds 2020
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Ranking problem Christopher Manning' 2019
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Motivation for Tree Adjoining Grammars: introduction to sentential structure Lillian Lee 2019
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Measures of Structural Importance (Supplement) Aaron Clauset 2017
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Harvest David Yarowsky 2021
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CS 6740 Lecture 26 Lillian Lee 2019
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Random Networks Peter Dodds 2017
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Boolean and Vector Space Retrieval Models Raymond J. Mooney 2020
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Compression Christopher Manning 2017
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Search Engine Architecture Dragomir Radev 2018
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Overview of Complex Networks Peter Dodds 2019
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Text Categorization Raymond J. Mooney 2020
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Web Search Hinrich Sch¨utze 2014
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Example: Computer Science Ranking Sargur N. Srihari 2018
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Hypertext and Link Analysis Christopher Manning 2017
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Relevance Feedback & Query Expansion Hinrich Sch¨utze 2014
- 0 +
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Power-Law Size Distributions Peter Dodds 2020
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CS 6740 Lecture 7 Lillian Lee 2019
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Large-scale structure II: stochastic block models (supplement) Aaron Clauset 2017
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Ethical Issues in IR Handout Raymond J. Mooney 2020
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Information Theory David McAllester 2017
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Branching Networks II Peter Dodds 2019
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Query Languages Notes Raymond J. Mooney 2020
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Evaluation Christopher Manning 2017
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Optimal Supply Networks II: Blood, Water, and Truthicide Peter Dodds 2019
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Web Search: Interfaces Raymond J. Mooney 2020
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Evaluation & Result Summaries Hinrich Sch¨utze 2014
- 0 +
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Overview of Complex Networks Peter Dodds 2020
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Scoring and results assembly Christopher Manning 2017
- 0 +
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Information Retrieval / tf-idf Jordan Boyd-Graber 2019
- 0 +
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Language Models for IR Hinrich Sch¨utze 2014
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Dynamic and random graph models of structure Aaron Clauset 2014
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Small-world networks Peter Dodds 2020
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Exploration, testing , and prediction Aaron Clauset 2017
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Information Theory David McAllester' 2019
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CS 6740 Lecture 13 Lillian Lee 2019
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Introduction to Information Retrieval Christopher Manning 2017
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Network Analysis and Modeling Problem Set 3 Aaron Clauset 2017
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Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval Raymond J. Mooney 2020
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Information Retrieval 5 David Smith 2013
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Generalized Contagion Peter Dodds 2019
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Recommender Systems: Collaborative Filtering & Content-Based Recommending Raymond J. Mooney 2020
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Learning to Rank Hinrich Sch¨utze 2014
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Properties of Complex Networks Peter Dodds 2020
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Learning Ranking Christopher Manning' 2019
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Motivation for Tree Adjoining Grammars: introduction to sentential structure Lillian Lee 2019
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Data from our man Zipf Peter Dodds 2020
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Measures of Structural Importance Aaron Clauset 2017
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EM Named Entity David Yarowsky 2021
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CS 6740 Lecture 25 Lillian Lee 2019
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Properties of Complex Networks Peter Dodds 2017
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Boolean and Vector Space Retrieval Models Handout Raymond J. Mooney 2020
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Ranking Principle Christopher Manning 2017
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Organizational Networks: Information Exchange and Robustness Peter Dodds 2019
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Text Categorization Handout Raymond J. Mooney 2020
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XML Retrieval Hinrich Sch¨utze 2014
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Information Theory Sargur N. Srihari 2018
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Language modeling Hugo Larochelle 2017
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Query Modification Dragomir Radev 2018
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Mechanisms for Generating Power-Law Size Distributions, Part 4 Peter Dodds 2020
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CS 6740 Lecture 6 Lillian Lee 2019
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Link Analysis Hinrich Sch¨utze 2014
- 0 +
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Large-scale structure II: stochastic block models Aaron Clauset 2017
- 0 +
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The Deep Learning Revolution Raymond J. Mooney 2020
- 0 +
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Branching Networks I Peter Dodds 2019
- 0 +
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Web Search: Advances & Link Analysis Raymond J. Mooney 2020
- 0 +
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Tolerant Retrieval Christopher Manning 2017
- 0 +
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Optimal Supply Networks I: Branching Peter Dodds 2019
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Web Search: Interfaces Handout Raymond J. Mooney 2020
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Why Complexify Peter Dodds 2020
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Scoring and results assembly Christopher Manning 2017
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Information Retrieval / tf-idf Jordan Boyd-Graber 2019
- 0 +
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Latent Semantic Indexing Hinrich Sch¨utze 2014
- 0 +
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Scaling—a Plenitude of Power Laws Peter Dodds 2020
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Data Wrangling: From Raw Data to Networks Aaron Clauset 2017
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CS 6740 Lecture 12 Lillian Lee 2019
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Introducing Information Retrieval and Web Search Christopher Manning 2017
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Network Analysis and Modeling Problem Set 2 Aaron Clauset 2017
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Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval Handout Raymond J. Mooney 2020
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Information Retrieval 4 David Smith 2013
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Random walks and diffusion on networks Peter Dodds 2019
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Recommender Systems Handout Raymond J. Mooney 2020
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Probabilistic Information Retrieval Hinrich Sch¨utze 2014
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Scoring, Term Weighting, The Vector Space Model Hinrich Sch¨utze 2014
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Title (link) Author Date Votes Error
Assortativity and Mixing Peter Dodds 2009
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Title (link) Author Date Votes Error
Networks An Introduction Mark Newman 2010
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Title (link) Author Date Votes Error
A Survey of Statistical Network Models Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg and Edoardo M. Airoldi 2010
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Search Engines Information Retrieval in Practice W. Bruce Croft, Donald Metzler, Trevor Strohman 2015
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A Survey on Open Information Extraction Christina Niklaus, Matthias Cetto, Andre Freitas, and Siegfried Handschuh 1169
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Learning to Rank for Information Retrieval and Natural Language Processing Second Edition Hang Li 2015
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Information Theory: A Tutorial Introduction James V Stone 1169
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Web Crawling Christopher Olston and Marc Najork 2010
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Neural Vector Spaces for Unsupervised Information Retrieval Christophe Van Gysel, Maarten De Rijke, Evangelos Kanoulas 2018
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Estimating the Query Difficulty for Information Retrieval David Carmel and Elad Yom-Tov 2010
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An Introduction to Neural Information Retrieval Bhaskar Mitra, Nick Craswell 2017
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Information Retrieval Models Foundations and Relationships Thomas Roelleke 2013
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Test Collection Based Evaluation of Information Retrieval Systems Mark Sanderson 2010
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Cross-Language Information Retrieval Jian-Yun Nie 2010
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MATRICES, VECTOR SPACES, AND INFORMATION RETRIEVAL MICHAEL W. BERRY, ZLATKO DRMAC, AND ELIZABETH R. JESSUP 1999
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Cross Lingual Information Retrieval Jian-Yun Nie 2010
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A Survey on Neural Architecture Search Martin Wistuba 2019
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A curated list of network embedding techniques Chih-Ming Chen 2017
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Chapter 8 Classical Models of Neural Networks Author Unknown 2018
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Query Expansion Techniques for Information Retrieval: a Survey Hiteshwar Kumar Azad, Akshay Deepak 2017
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Title (link) Author Date Votes Error
Word Statistics theofilis 2013
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python-igraph Tamás Nepusz, Gábor Csárdi 2005
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sotawhat Chip Huyen 2018
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Capsule Network Daniel Havir 2018
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Deep Relevance Ranking Using Enhanced Document-Query Interactions nlpaueb 2018
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Keras-GAN Erick Lindernoren 2018
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topic_modeling_Gensim.ipynb Susan Li 2018
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Gephi: The Open Graph Viz Platform Bastian M., Heymann S., Jacomy M. 2008
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Seq2Seq-Vis IBM Research 2018
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Datefinder - Extract Dates from Text Author Unknown 2017
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INDRI: Language modeling meets inference networks Author Unknown 2013
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A library for working with graphs in Python Pedro Matiello 2016
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Snap.py - SNAP for Python Jure Leskovec 2016
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QueryReformulator Rodrigo Frassetto Nogueira, Kyunghyun Cho 2017
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node2vec: Scalable Feature Learning for Networks Jure Leskovec 2016
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LexNLP by LexPredict Not Available 2019
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SyncPy Python Library Giovanna Varni, Mohamed Chetouani 2016
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scholar.py Daniele Ciriello, Christian Kreibich 2013
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Stanford Open Information Extraction - Python Wrapper Philippe R?my 2017
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Title (link) Author Date Votes Error
Uncovering the Intuition behind Capsule Networks and Inverse Graphics: Part I Tanay Kothari 2017
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Torchtext Author Unknown 2017
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Introducing TF-Ranking Jesus Rodriguez 2018
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Network science Albert-László Barabási 2013
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Developing a fast Indexing and Full text Search Engine with Whoosh: A Pure-Python Library Abhijeet Kumar 2018
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Building a Content-Based Search Engine III: Feature Signatures Daniel Sabinasz 2018
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Why Initialize a Neural Network with Random Weights? Jason Brownlee 2018
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Understanding Hinton's Capsule Networks. Part 1: Intuition Max Pechyonkin 2017
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Use TextRank to Extract Most Important Sentences in Article Ceshine Lee 2018
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Artificial Intelligence applications in search engines Gabriel Jiménez 2018
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Building a Content-Based Search Engine II: Extracting Feature Vectors Daniel Sabinasz 2018
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Information Retrieval System explained in simple terms! Tavish Srivastava 2015
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The 10 Neural Network Architectures Machine Learning Researchers Need To Learn James Le 2018
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Highlights of EMNLP 2017: Exciting Datasets, Return of the Clusters, and More! Sebastian Ruder 2017
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Beam Search???A Search Strategy Prakhar Mishra 2018
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The Building Blocks of Interpretability Chris Olah 2018
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Building a Content-Based Search Engine I: Quantifying Similarity Daniel Sabinasz 2018
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Web Scraping Tutorial with Python: Tips and Tricks Jekaterina Kokatjuhha 2018
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Generative Adversarial Networks - History and Overview Kiran Sudhir 2017
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An Introduction to Graph Theory and Network Analysis (with Python codes) Guest Blog 2018
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Topic Modelling in Python with NLTK and Gensim Susan Li 2018
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Auto-Keras Haifeng Jin, Qingquan Song, Xia Hu 2018
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Graphs & paths: PageRank. David Pynes 2018
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Text to SQL The Allen Institute for Artificial Intelligence 2018
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FreeDiscovery: E-Discovery and Information Retrieval Engine FreeDiscovery 2017
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What does Deep Learning Contribute to Search Tommaso Teofili 2018
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Building a Content-Based Search Engine IV: Earth Mover?s Distance Daniel Sabinasz 2018
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What is the Difference Between a Batch and an Epoch in a Neural Network? Jason Brownlee 2018
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5 Tasty Python Web Scraping Libraries Author Unknown 2017
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Feature Visualization Chris Olah, Alexander Mordvintsev, Ludwig Schubert 2017
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Title (link) Author Date Votes Error
Neural Networks for Information Retrieval - Text Matching I Alexey Borisov, Bhaskar Mitra 2017
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Information retrieval "Drago Radev, Qiaozhu Mei" 2016
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Sequence Modeling with Neural Networks Harini Suresh 2018
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Computational Models for Social and Information Network Analysis - Conclusion Jie Tang, Yuxiao Dong 2018
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Neural Networks for Information Retrieval - Wrap Up Tom Kenter, Maarten de Rijke, Alexey Borisov, Bhaskar Mitra, Mostafa Deghani, Christophe Van Gysel 2017
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The Role of Wikipedia in Text Analysis and Retrieval Marius Pasca 2016
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Large Graph Mining: Power Tools and a Practitioner's guide; Task 2: Community Detection Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Community Detection in Networks Jure Leskovec 2017
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Intro-HLT: Introduction to Information Retrieval & Web Search Kevin Duh 2019
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Large Graph Mining: Power Tools and a Practitioner?s guide; Theory Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Learning to Map Context-Dependent Sentences to Executable Formal Queries Alane Suhr, Srinivasan Iyer, Yoav Artzi 2018
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Investigating the Successes and Failures of BERT for Passage Re-Ranking "Harshith Padigela, Hamed Zamani, and W. Bruce Croft" 2019
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Neural Networks for Information Retrieval - Preliminaries Tom Kenter, Maarten de Rijke 2017
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Random walk vectors for clustering (part I – similarity between objects) Int8 2015
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Where Will Your Country Stand in World War III? Annalyn Ng 2016
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Recent Trends in Network Science Hiroki Sayama 2016
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Neural Networks for Information Retrieval - Generating Responses Mostafa Deghani, Tom Kenter 2017
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Large Graph Mining: Power Tools and a Practitioner?s guide;Task 1: Node importance Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Representation Learning with Networks Jure Leskovec 2017
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Computational Models for Social and Information Network Analysis - Network Embedding Theory, Algorithms, and Applications Jie Tang, Yuxiao Dong 2018
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Neural Networks for Information Retrieval Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra 2017
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Large Graph Mining: Power Tools and a Practitioner?s guide; Task 6: Virus/Influence Propagation Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Query Performance Prediction for IR David Carmel, Oren Kurland 2012
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Neural Networks for Information Retrieval - Introduction Tom Kenter 2017
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Network methods for NLP Noah Amsel 2018
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Fanfiction, Graphs, and PageRank Christopher Olah 2014
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Label propagation on graphs Leonid E. Zhukov 2015
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Neural Networks for Information Retrieval - Modeling User Behavior Alexey Borisov, Maarten de Rijke 2017
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Large Graph Mining: Power Tools and a Practitioner?s guide; Intro Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Neural Models for Information Retrieval Bhaskar Mitra 2017
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Computational Models for Social and Information Network Analysis Jie Tang, Yuxiao Dong 2018
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PageRank with DGL Message Passing Minjie Wang, Quan Gan, Yu Gai, Zheng Zhang 2019
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Large Graph Mining: Power Tools and a Practitioner?s guide; Task 5: Graphs over time & tensors Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Fusion in Information Retrieval J. Shane Culpepper, Oren Kurland 2018
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The local geometry of graphs, or, how to ?read? large graphs Nati Linial 2017
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The Duet Model: Learning to Match Using Local and Distributed Representations of Text for Web Search Bhaskar Mitra, Fernando Diaz, Nick Craswell 2017
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Deep Learning for Information Retrieval Hang Li, Zhengdong Lu 2016
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NetworkX: Network Analysis with Python Petko Georgiev 2014
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Neural Information Retrieval Daniel Keller 2018
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Neural Networks for Information Retrieval - Learning to Rank Christophe Van Gysel, Bhaskar Mitra 2017
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Computational Models for Social and Information Network Analysis - Social Tie & Influence Jie Tang, Yuxiao Dong 2018
- 0 +
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Recent Advances in Conversational Information Retrieval (CIR) - A review of neural approaches Jianfeng Gao, Chenyan Xiong, Paul Bennett 2020
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Large Graph Mining: Power Tools and a Practitioner?s guide; Task 4: Center-piece Subgraphs Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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The Role of Wikipedia in Text Analysis and Retrieval Marius Pas?ca 2016
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Human Decisions and Machine Predictions Jure Leskovec 2017
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Beginner's guide to Web Scraping in Python (using BeautifulSoup) Sunil Ray 2015
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Large Graph Mining: Power Tools and a Practitioner?s guide; Conclusion Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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Crosslingual Information Retrieval Rui Zhang 2018
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Neural Networks for Information Retrieval - Text Matching II Mostafa Deghani, Christophe Van Gysel 2017
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PageRank explained in simple terms! Tavish Srivastava 2017
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Two Lessons I have recently learned (1) Parallel Decoding of a Sequence (2) Meta-Learning Kyunghyun Cho 1180
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Computational Models for Social and Information Network Analysis - Introduction Jie Tang, Yuxiao Dong 2018
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Neural Networks for Information Retrieval - References Tom Kenter, Maarten de Rijke, Alexey Borisov, Bhaskar Mitra, Mostafa Deghani, Christophe Van Gysel 2017
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Large Graph Mining: Power Tools and a Practitioner?s guide; Task 3: Recommendations & proximity Christos Faloutsos, Gary Miller, Charalampos (Babis) Tsourakakis 2009
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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
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Networks and Optimization Jure Leskovec 2017
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Neural Networks for Information Retrieval Multiple 2019
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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
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Graph-based Text Representations Fragkiskos D. Malliaros 2018
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