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William W. Cohen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

180

Venues

35

Active years

1988–2024

Best venue rank

A*

Where they publish

Papers

180 indexed papers, newest first.

YearVenueTitleAuthors
2024CVPRInstruct-Imagen: Image Generation with Multi-modal Instruction.Hexiang Hu, Kelvin C. K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, Kihyuk Sohn, Yang Zhao, Xue Ben, Boqing Gong, William W. Cohen, Ming-Wei Chang, Xuhui Jia
2024NAACLSEMQA: Semi-Extractive Multi-Source Question Answering.Tal Schuster, dm D. Lelkes, Haitian Sun, Jai Gupta, Jonathan Berant, William W. Cohen, Donald Metzler
2024NAACLMEMORY-VQ: Compression for Tractable Internet-Scale Memory.Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontan, William W. Cohen, Sumit Sanghai, Joshua Ainslie
2023AAAIQA Is the New KR: Question-Answer Pairs as Knowledge Bases.William W. Cohen, Wenhu Chen, Michiel de Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting
2023ACLFiDO: Fusion-in-Decoder optimized for stronger performance and faster inference.Michiel de Jong, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai, Fei Sha, William W. Cohen
2023ACLBeyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval.John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick
2023EACLAugmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering.Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William W. Cohen
2023EACLWinoDict: Probing language models for in-context word acquisition.Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
2023ICLRRe-Imagen: Retrieval-Augmented Text-to-Image Generator.Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen
2023ICLRScenario-based Question Answering with Interacting Contextual Properties.Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
2023ICMLPre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute.Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Joshua Ainslie, Sumit Sanghai, Fei Sha, William W. Cohen
2022AAAIExplain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
2022ACLConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers.Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
2022EMNLPCorrecting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling.Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov
2022EMNLPMuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.Wenhu Chen, Hexiang Hu, Xi Chen, Pat Verga, William W. Cohen
2022ICLRMention Memory: incorporating textual knowledge into Transformers through entity mention attention.Michiel de Jong, Yury Zemlyanskiy, Nicholas FitzGerald, Fei Sha, William W. Cohen
2021AAAIWhat's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult.Avishai Zagoury, Einat Minkov, Idan Szpektor, William W. Cohen
2021EMNLPMATE: Multi-view Attention for Table Transformer Efficiency.Julian Martin Eisenschlos, Maharshi Gor, Thomas Mller, William W. Cohen
2021ICLROpen Question Answering over Tables and Text.Wenhu Chen, Ming-Wei Chang, Eva Schlinger, William Yang Wang, William W. Cohen
2021ICMLReasoning Over Virtual Knowledge Bases With Open Predicate Relations.Haitian Sun, Patrick Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
2021NAACLDifferentiable Open-Ended Commonsense Reasoning.Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen
2021NAACLAdaptable and Interpretable Neural MemoryOver Symbolic Knowledge.Pat Verga, Haitian Sun, Livio Baldini Soares, William W. Cohen
2020ICLRScalable Neural Methods for Reasoning With a Symbolic Knowledge Base.William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
2020ICLRDifferentiable Reasoning over a Virtual Knowledge Base.Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen
2020PSBFrom Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer.Yifeng Tao, Chunhui Cai, William W. Cohen, Xinghua Lu
2019ACLHandling Divergent Reference Texts when Evaluating Table-to-Text Generation.Bhuwan Dhingra, Manaal Faruqui, Ankur P. Parikh, Ming-Wei Chang, Dipanjan Das, William W. Cohen
2019EMNLPPubMedQA: A Dataset for Biomedical Research Question Answering.Qiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu
2019EMNLPPullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text.Haitian Sun, Tania Bedrax-Weiss, William W. Cohen
2019PSBAutomatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning.Haohan Wang, Xiang Liu, Yifeng Tao, Wenting Ye, Qiao Jin, William W. Cohen, Eric P. Xing
2018EMNLPOpen Domain Question Answering Using Early Fusion of Knowledge Bases and Text.Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen
2018EMNLPHotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning
2018ICLRTransNets for Review Generation.Rose Catherine, William W. Cohen
2018ICLRBreaking the Softmax Bottleneck: A High-Rank RNN Language Model.Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
2018ICLRLearning to Organize Knowledge with N-Gram Machines.Fan Yang, Jiazhong Nie, William W. Cohen, Ni Lao
2018NAACLNeural Models for Reasoning over Multiple Mentions Using Coreference.Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017AAAIBootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora.Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen
2017ACLGated-Attention Readers for Text Comprehension.Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2017ACLSemi-Supervised QA with Generative Domain-Adaptive Nets.Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov, William W. Cohen
2017ECIRCollective Entity Linking in Tweets Over Space and Time.Wen-Haw Chong, Ee-Peng Lim, William W. Cohen
2017ICLRWords or Characters? Fine-grained Gating for Reading Comprehension.Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov
2017ICLRTransfer Learning for Sequence Tagging with Hierarchical Recurrent Networks.Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen
2017IJCAIUsing Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning.Lidong Bing, William W. Cohen, Bhuwan Dhingra
2017RecSysTransNets: Learning to Transform for Recommendation.Rose Catherine, William W. Cohen
2017RecSysExplainable Entity-based Recommendations with Knowledge Graphs.Rose Catherine, Kathryn Mazaitis, Maxine Esknazi, William W. Cohen
2016AAAIDistant IE by Bootstrapping Using Lists and Document Structure.Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen
2016ACLTweet2Vec: Character-Based Distributed Representations for Social Media.Bhuwan Dhingra, Zhong Zhou, Dylan J. Fitzpatrick, Michael Muehl, William W. Cohen
2016ICMLRevisiting Semi-Supervised Learning with Graph Embeddings.Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov
2016IJCAILearning First-Order Logic Embeddings via Matrix Factorization.William Yang Wang, William W. Cohen
2016IJCAIMulti-Modal Bayesian Embeddings for Learning Social Knowledge Graphs.Zhilin Yang, Jie Tang, William W. Cohen
2016NAACLScalable Statistical Relational Learning for NLP.William Yang Wang, William W. Cohen
2016RecSysPersonalized Recommendations using Knowledge Graphs: A Probabilistic Logic Programming Approach.Rose Catherine, William W. Cohen
2016WSDMHierarchical Semi-supervised Classification with Incomplete Class Hierarchies.Bhavana Dalvi, Aditya Kumar Mishra, William W. Cohen
2015AAAINever-Ending Learning.Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
2015ACLLearning Relational Features with Backward Random Walks.Ni Lao, Einat Minkov, William W. Cohen
2015ACLKB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts.Dana Movshovitz-Attias, William W. Cohen
2015ACLJoint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach.William Yang Wang, William W. Cohen
2015EMNLPImproving Distant Supervision for Information Extraction Using Label Propagation Through Lists.Lidong Bing, Sneha Chaudhari, Richard C. Wang, William W. Cohen
2015EMNLPLearning to Identify the Best Contexts for Knowledge-based WSD.Evgenia Wasserman Pritsker, William W. Cohen, Einat Minkov
2015IJCAIA Soft Version of Predicate Invention Based on Structured Sparsity.William Yang Wang, Kathryn Mazaitis, William W. Cohen
2015WSDMAutomatic Gloss Finding for a Knowledge Base using Ontological Constraints.Bhavana Bharat Dalvi, Einat Minkov, Partha Pratim Talukdar, William W. Cohen
2014AAAIProPPR: Efficient First-Order Probabilistic Logic Programming for Structure Discovery, Parameter Learning, and Scalable Inference.William Yang Wang, Kathryn Mazaitis, William W. Cohen
2014AISTATSScaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch.Partha Pratim Talukdar, William W. Cohen
2014CIKMStructure Learning via Parameter Learning.William Yang Wang, Kathryn Mazaitis, William W. Cohen
2014EMNLPDependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach.William Yang Wang, Lingpeng Kong, Kathryn Mazaitis, William W. Cohen
2014ITSInvestigating the Effect of Meta-cognitive Scaffolding for Learning by Teaching.Noboru Matsuda, Cassondra L. Griger, Nikolaos Barbalios, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2014SDMOn Modeling Community Behaviors and Sentiments in Microblogging.Tuan-Anh Hoang, William W. Cohen, Ee-Peng Lim
2013ACLNatural Language Models for Predicting Programming Comments.Dana Movshovitz-Attias, William W. Cohen
2013AIEDIntegrating Perceptual Learning with External World Knowledge in a Simulated Student.Nan Li, Yuandong Tian, William W. Cohen, Kenneth R. Koedinger
2013CIKMClassifying entities into an incomplete ontology.Bhavana Dalvi, William W. Cohen, Jamie Callan
2013CIKMOntology-aware partitioning for knowledge graph identification.Jay Pujara, Hui Miao, Lise Getoor, William W. Cohen
2013CIKMProgramming with personalized pagerank: a locally groundable first-order probabilistic logic.William Yang Wang, Kathryn Mazaitis, William W. Cohen
2013CogSciGeneral and Efficient Cognitive Model Discovery Using a Simulated Student.Nan Li, Eliane Stampfer, William W. Cohen, Kenneth R. Koedinger
2013EDMDiscovering Student Models with a Clustering Algorithm Using Problem Content.Nan Li, William W. Cohen, Kenneth R. Koedinger
2013NAACLWhat's in a Domain? Multi-Domain Learning for Multi-Attribute Data.Mahesh Joshi, Mark Dredze, William W. Cohen, Carolyn P. Ros
2013SIGCSECreating an educational robot by embedding a learning agent in the physical world (abstract only).Nan Li, Apoorv Khandelwal, Tung Phan, David S. Touretzky, William W. Cohen, Kenneth R. Koedinger
2013SDMRegularization of Latent Variable Models to Obtain Sparsity.Ramnath Balasubramanyan, William W. Cohen
2013SDMVery Fast Similarity Queries on Semi-Structured Data from the Web.William W. Cohen, Bhavana Bharat Dalvi
2012CIKMCommunity-based classification of noun phrases in twitter.Freddy Chong Tat Chua, William W. Cohen, Justin Betteridge, Ee-Peng Lim
2012CIKMLearning similarity measures based on random walks.William W. Cohen
2012CogSciShallow learning as a pathway for successful learning both for tutors and tutees.Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, William W. Cohen, Gabriel Stylianides, Kenneth R. Koedinger
2012ECAICreating Features from a Learned Grammar in a Simulated Student.Nan Li, Abraham Schreiber, William W. Cohen, Kenneth R. Koedinger
2012EMNLPMulti-Domain Learning: When Do Domains Matter?Mahesh Joshi, Mark Dredze, William W. Cohen, Carolyn P. Ros
2012EMNLPReading The Web with Learned Syntactic-Semantic Inference Rules.Ni Lao, Amarnag Subramanya, Fernando C. N. Pereira, William W. Cohen
2012ICDMA General and Scalable Approach to Mixed Membership Clustering.Frank Lin, William W. Cohen
2012ICWSMModeling Polarizing Topics: When Do Different Political Communities Respond Differently to the Same News?Ramnath Balasubramanyan, William W. Cohen, Douglas Pierce, David P. Redlawsk
2012ITSProblem Order Implications for Learning Transfer.Nan Li, William W. Cohen, Kenneth R. Koedinger
2012ITSEfficient Cross-Domain Learning of Complex Skills.Nan Li, William W. Cohen, Kenneth R. Koedinger
2012NAACLCollectively Representing Semi-Structured Data from the Web.Bhavana Dalvi, William W. Cohen, Jamie Callan
2012WSDMWebSets: extracting sets of entities from the web using unsupervised information extraction.Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan
2011AIEDLearning by Teaching SimStudent - Interactive Event.Noboru Matsuda, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2011AIEDLearning by Teaching SimStudent - An Initial Classroom Baseline Study Comparing with Cognitive Tutor.Noboru Matsuda, Evelyn Yarzebinski, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2011EDMA Machine Learning Approach for Automatic Student Model Discovery.Nan Li, William W. Cohen, Kenneth R. Koedinger, Noboru Matsuda
2011EMNLPStructured Databases of Named Entities from Bayesian Nonparametrics.Jacob Eisenstein, Tae Yano, William W. Cohen, Noah A. Smith, Eric P. Xing
2011EMNLPRandom Walk Inference and Learning in A Large Scale Knowledge Base.Ni Lao, Tom M. Mitchell, William W. Cohen
2011SDMBlock-LDA: Jointly modeling entity-annotated text and entity-entity links.Ramnath Balasubramanyan, William W. Cohen
2010AAAIIntegrating Transfer Learning in Synthetic Student.Nan Li, William W. Cohen, Kenneth R. Koedinger
2010ECAIA Very Fast Method for Clustering Big Text Datasets.Frank Lin, William W. Cohen
2010ICMLPower Iteration Clustering.Frank Lin, William W. Cohen
2010ITSA Computational Model of Accelerated Future Learning through Feature Recognition.Nan Li, William W. Cohen, Kenneth R. Koedinger
2010ITSLearning by Teaching SimStudent.Noboru Matsuda, Victoria Keiser, Rohan Raizada, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2010ITSLearning by Teaching SimStudent: Technical Accomplishments and an Initial Use with Students.Noboru Matsuda, Victoria Keiser, Rohan Raizada, Arthur Tu, Gabriel Stylianides, William W. Cohen, Kenneth R. Koedinger
2010KDDFast query execution for retrieval models based on path-constrained random walks.Ni Lao, William W. Cohen
2009ACLAutomatic Set Instance Extraction using the Web.Richard C. Wang, William W. Cohen
2009EMNLPCharacter-level Analysis of Semi-Structured Documents for Set Expansion.Richard C. Wang, William W. Cohen
2009ICWSMInformation Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection.Andrew Arnold, William W. Cohen
2009ICWSMFrom Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences.Ramnath Balasubramanyan, Frank Lin, William W. Cohen, Matthew Hurst, Noah A. Smith
2009KDDStructured correspondence topic models for mining captioned figures in biological literature.Amr Ahmed, Eric P. Xing, William W. Cohen, Robert F. Murphy
2009NAACLPredicting Response to Political Blog Posts with Topic Models.Tae Yano, William W. Cohen, Noah A. Smith
2008ACLExploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition.Andrew O. Arnold, Ramesh Nallapati, William W. Cohen
2008CIKMIntra-document structural frequency features for semi-supervised domain adaptation.Andrew Arnold, William W. Cohen
2008CIKMSuppressing outliers in pairwise preference ranking.Vitor R. Carvalho, Jonathan L. Elsas, William W. Cohen, Jaime G. Carbonell
2008ECIRRanking Users for Intelligent Message Addressing.Vitor R. Carvalho, William W. Cohen
2008EMNLPLearning Graph Walk Based Similarity Measures for Parsed Text.Einat Minkov, William W. Cohen
2008EMNLPAutomatic Set Expansion for List Question Answering.Richard C. Wang, Nico Schlaefer, William W. Cohen, Eric Nyberg
2008ICDMIterative Set Expansion of Named Entities Using the Web.Richard C. Wang, William W. Cohen
2008ICWSMThe MultiRank Bootstrap Algorithm: Self-Supervised Political Blog Classification and Ranking Using Semi-Supervised Link Classification.Frank Lin, William W. Cohen
2008ICWSMLink-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs.Ramesh Nallapati, William W. Cohen
2008ICWSMRecovering Implicit Thread Structure in Newsgroup Style Conversations.Yi-Chia Wang, Mahesh Joshi, William W. Cohen, Carolyn P. Ros
2008ISMBStructured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature.Lus Pedro Coelho, Amr Ahmed, Andrew Arnold, Joshua D. Kangas, Abdul-Saboor Sheikh, Eric P. Xing, William W. Cohen, Robert F. Murphy
2008ITSWhy Tutored Problem Solving May be Better Than Example Study: Theoretical Implications from a Simulated-Student Study.Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger
2008KDDJoint latent topic models for text and citations.Ramesh Nallapati, Amr Ahmed, Eric P. Xing, William W. Cohen
2007AIEDPredicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation.Noboru Matsuda, William W. Cohen, Jonathan Sewall, Gustavo Lacerda, Kenneth R. Koedinger
2007ICDMA Comparative Study of Methods for Transductive Transfer Learning.Andrew O. Arnold, Ramesh Nallapati, William W. Cohen
2007ICDMSparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models.Ramesh Nallapati, Amr Ahmed, William W. Cohen, Eric P. Xing
2007ICDMParallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability.Ramesh Nallapati, William W. Cohen, John D. Lafferty
2007ICDMLanguage-Independent Set Expansion of Named Entities Using the Web.Richard C. Wang, William W. Cohen
2007ICMLAMachine Learning for Information Management: Some Promising Directions.William W. Cohen
2007PSBA Stacked Graphical Model for Associating Sub-Images with Sub-Captions.Zhenzhen Kou, William W. Cohen, Robert F. Murphy
2007SDMPreventing Information Leaks in Email.Vitor R. Carvalho, William W. Cohen
2007SDMStacked Graphical Models for Efficient Inference in Markov Random Fields.Zhenzhen Kou, William W. Cohen
2006KDDSingle-pass online learning: performance, voting schemes and online feature selection.Vitor R. Carvalho, William W. Cohen
2006NAACLNER Systems that Suit User's Preferences: Adjusting the Recall-Precision Trade-off for Entity Extraction.Einat Minkov, Richard C. Wang, Anthony Tomasic, William W. Cohen
2006SIGIRContextual search and name disambiguation in email using graphs.Einat Minkov, William W. Cohen, Andrew Y. Ng
2005AIEDAutomatic and Semi-Automatic Skill Coding With a View Towards Supporting On-Line Assessment.Carolyn Penstein Ros, Pinar Donmez, Gahgene Gweon, Andrea Knight, Brian Junker, William W. Cohen, Kenneth R. Koedinger, Neil T. Heffernan
2005IJCAIStacked Sequential Learning.William W. Cohen, Vitor Rocha de Carvalho
2005IJCAILearning to Understand Web Site Update Requests.William W. Cohen, Einat Minkov, Anthony Tomasic
2005ISMBHigh-recall protein entity recognition using a dictionary.Zhenzhen Kou, William W. Cohen, Robert F. Murphy
2005NAACLExtracting Personal Names from Email: Applying Named Entity Recognition to Informal Text.Einat Minkov, Richard C. Wang, William W. Cohen
2005SIGIROn the collective classification of email "speech acts".Vitor Rocha de Carvalho, William W. Cohen
2004EMNLPLearning to Classify Email into "Speech Acts".William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell
2004KDDExploiting dictionaries in named entity extraction: combining semi-Markov extraction processes and data integration methods.William W. Cohen, Sunita Sarawagi
2004UAIA Hierarchical Graphical Model for Record Linkage.Pradeep Ravikumar, William W. Cohen
2003IAAIInfrastructure Components for Large-Scale Information Extraction Systems.William W. Cohen
2003IJCAIA Comparison of String Distance Metrics for Name-Matching Tasks.William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg
2003KDDUnderstanding captions in biomedical publications.William W. Cohen, Richard C. Wang, Robert F. Murphy
2003KDDExtracting information from text and images for location proteomics.Zhenzhen Kou, William W. Cohen, Robert F. Murphy
2003SIGIRBeyond independent relevance: methods and evaluation metrics for subtopic retrieval.ChengXiang Zhai, William W. Cohen, John D. Lafferty
2002KDDLearning to match and cluster large high-dimensional data sets for data integration.William W. Cohen, Jacob Richman
2002WWWA flexible learning system for wrapping tables and lists in HTML documents.William W. Cohen, Matthew Hurst, Lee S. Jensen
2000ALTExtracting Information from the Web for Concept Learning and Collaborative Filtering.William W. Cohen
2000ICMLAutomatically Extracting Features for Concept Learning from the Web.William W. Cohen
2000KDDHardening soft information sources.William W. Cohen, Henry A. Kautz, David A. McAllester
1999AAAIRecognizing Structure in Web Pages using Similarity Queries.William W. Cohen
1999AAAIA Simple, Fast, and Effictive Rule Learner.William W. Cohen, Yoram Singer
1999SIGIRA Demonstration of WHIRL (demonstration abstract).William W. Cohen
1998AAAIRecommendation as Classification: Using Social and Content-Based Information in Recommendation.Chumki Basu, Haym Hirsh, William W. Cohen
1998KDDJoins that Generalize: Text Classification Using WHIRL.William W. Cohen, Haym Hirsh
1998SIGMODIntegration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity.William W. Cohen
1998SIGMODProviding Database-like Access to the Web Using Queries Based on Textual Similarity.William W. Cohen
1997AAAITransferring and Retraining Learned Information Filters.William W. Cohen, Daniel Kudenko
1997ICMLA Comparative Study of Inductive Logic Programming Methods for Software Fault Prediction.William W. Cohen, Premkumar T. Devanbu
1996AAAILearning Trees and Rules with Set-Valued Features.William W. Cohen
1996COLTThe Dual DFA Learning Problem: Hardness Results for Programming by Demonstration and Learning First-Order Representations (Extended Abstract).William W. Cohen
1996SIGIRContext-sensitive Learning Methods for Text Categorization.William W. Cohen, Yoram Singer
1995COLTCorrigendum for "Learnability of Description Logics".William W. Cohen, Haym Hirsh
1995ICMLFast Effective Rule Induction.William W. Cohen
1995ICMLText Categorization and Relational Learning.William W. Cohen
1994AAAIRecovering Software Specifications with Inductive Logic Programming.William W. Cohen
1994AAAIPac-Learning Nondeterminate Clauses.William W. Cohen
1994KRLearning the Classic Description Logic: Theoretical and Experimental Results.William W. Cohen, Haym Hirsh
1993AAAICryptographic Limitations on Learning One-Clause Logic Programs.William W. Cohen
1993AAAIPac-Learning a Restricted Class of Recursive Logic Programs.William W. Cohen
1993IJCAIEfficient Pruning Methods for Separate-and-Conquer Rule Learning Systems.William W. Cohen
1992AAAIComputing Least Common Subsumers in Description Logics.William W. Cohen, Alexander Borgida, Haym Hirsh
1992COLTLearnability of Description Logics.William W. Cohen, Haym Hirsh
1991ICMLThe Generality of Overgenerality.William W. Cohen
1990AAAILearning from Textbook Knowledge: A Case Study.William W. Cohen
1990ICMLAn Analysis of Representation Shift in Concept Learning.William W. Cohen
1990ICMLLearning Approximate Control Rules of High Utility.William W. Cohen
1988ICMLGeneralizing Number and Learning from Multiple Examples in Explanation Based Learning.William W. Cohen