William W. Cohen
Affiliations:- Google, Pittsburgh, USA
- Carnegie Mellon University, Machine Learning Department (former)
According to our database1,
William W. Cohen
authored at least 304 papers
between 1985 and 2024.
Collaborative distances:
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Bibliography
2024
2023
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations.
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Trans. Assoc. Comput. Linguistics, 2022
Trans. Assoc. Comput. Linguistics, 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models.
CoRR, 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention.
Proceedings of the Tenth International Conference on Learning Representations, 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021
End-to-End Multihop Retrieval for Compositional Question Answering over Long Documents.
CoRR, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021
What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
J. Artif. Intell. Res., 2020
CoRR, 2020
CoRR, 2020
Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering.
CoRR, 2020
From Genome to Phenome: Predicting Multiple Cancer Phenotypes Based on Somatic GenomicAlterations via the Genomic Impact Transformer.
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning.
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 4th Workshop on Noisy User-generated Text, 2018
2017
Towards a language-independent solution: Knowledge base completion by searching the Web and deriving language pattern.
Knowl. Based Syst., 2017
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the Advances in Information Retrieval, 2017
Learning to Organize Knowledge with N-Gram Machines.
Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
CoRR, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Personalized Recommendations using Knowledge Graphs: A Probabilistic Logic Programming Approach.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Tutorial Abstracts, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Using Graphs of Classifiers to Impose Constraints on Semi-supervised Relation Extraction.
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
SIGIR Forum, 2015
Efficient inference and learning in a large knowledge base - Reasoning with extracted information using a locally groundable first-order probabilistic logic.
Mach. Learn., 2015
CoRR, 2015
Teaching the Teacher: Tutoring SimStudent Leads to More Effective Cognitive Tutor Authoring.
Int. J. Artif. Intell. Educ., 2015
Integrating representation learning and skill learning in a human-like intelligent agent.
Artif. Intell., 2015
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014
Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic.
CoRR, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
ProPPR: Efficient First-Order Probabilistic Logic Programming for Structure Discovery, Parameter Learning, and Scalable Inference.
Proceedings of the Statistical Relational Artificial Intelligence, 2014
2013
CoRR, 2013
Creating an educational robot by embedding a learning agent in the physical world (abstract only).
Proceedings of the 44th ACM Technical Symposium on Computer Science Education, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 6th International Conference on Educational Data Mining, 2013
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
Programming with personalized pagerank: a locally groundable first-order probabilistic logic.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Integrating Perceptual Learning with External World Knowledge in a Simulated Student.
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
2012
WebSets: extracting sets of entities from the web using unsupervised information extraction.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of TextGraphs@ACL 2012: the 7th Workshop on Graph-based Methods for Natural Language Processing, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012
Modeling Polarizing Topics: When Do Different Political Communities Respond Differently to the Same News?
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Integrating perceptual representation learning and skill learning in a simulated student.
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the ECAI 2012, 2012
Studying the Effect of Tutor Learning Using a Teachable Agent that Asks the Student Tutor for Explanations.
Proceedings of the 2012 IEEE Fourth International Conference On Digital Game And Intelligent Toy Enhanced Learning, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
Evaluating Joint Modeling of Yeast Biology Literature and Protein-Protein Interaction Networks.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012
Proceedings of the Discovery Informatics: The Role of AI Research in Innovating Scientific Processes, 2012
2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011
Proceedings of the 4th International Conference on Educational Data Mining, 2011
Learning by Teaching SimStudent - An Initial Classroom Baseline Study Comparing with Cognitive Tutor.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011
2010
Structured literature image finder: Parsing text and figures in biomedical literature.
J. Web Semant., 2010
Improving graph-walk-based similarity with reranking: Case studies for personal information management.
ACM Trans. Inf. Syst., 2010
Mach. Learn., 2010
Proceedings of The Nineteenth Text REtrieval Conference, 2010
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Learning by Teaching SimStudent: Technical Accomplishments and an Initial Use with Students.
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Proceedings of the Intelligent Tutoring Systems, 10th International Conference, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the ECAI 2010, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
Proceedings of the Cognitive and Metacognitive Educational Systems, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Information Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection.
Proceedings of the Wireless Algorithms, 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Structured correspondence topic models for mining captioned figures in biological literature.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
From Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Why Tutored Problem Solving May be Better Than Example Study: Theoretical Implications from a Simulated-Student Study.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008
Structured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature.
Proceedings of the Linking Literature, Information, and Knowledge for Biology, 2008
Proceedings of the Second International Conference on Weblogs and Social Media, 2008
Proceedings of the Second International Conference on Weblogs and Social Media, 2008
The MultiRank Bootstrap Algorithm: Self-Supervised Political Blog Classification and Ranking Using Semi-Supervised Link Classification.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Proceedings of the Advances in Information Retrieval , 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the ACL 2008, 2008
2007
Inf. Retr., 2007
Proceedings of the User Modeling 2007, 11th International Conference, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Biocomputing 2007, 2007
Identifying Fluorescence Microscope Images in Online Journal Articles Using Both Image and Text Features.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Parallelized Variational EM for Latent Dirichlet Allocation: An Experimental Evaluation of Speed and Scalability.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Sparse Word Graphs: A Scalable Algorithm for Capturing Word Correlations in Topic Models.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation.
Proceedings of the Artificial Intelligence in Education, 2007
2006
BMC Bioinform., 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
NER Systems that Suit User's Preferences: Adjusting the Recall-Precision Trade-off for Entity Extraction.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Single-pass online learning: performance, voting schemes and online feature selection.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Extracting Personal Names from Email: Applying Named Entity Recognition to Informal Text.
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Automatic and Semi-Automatic Skill Coding With a View Towards Supporting On-Line Assessment.
Proceedings of the Artificial Intelligence in Education, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Exploiting dictionaries in named entity extraction: combining semi-Markov extraction processes and data integration methods.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004
Proceedings of the CEAS 2004, 2004
Proceedings of the CEAS 2004, 2004
2003
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003
Proceedings of the Fifteenth Conference on Innovative Applications of Artificial Intelligence, 2003
A Wrapper Induction System for Complex Documents, and its Application to Tabular Data on the Web.
Proceedings of the Web Document Analysis, 2003
2002
Proceedings of the Eleventh International World Wide Web Conference, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
2001
J. Artif. Intell. Res., 2001
Issues in Extracting Information from the Web.
Proceedings of the Seventh International Workshop on Parsing Technologies (IWPT-2001), 2001
2000
Data integration using similarity joins and a word-based information representation language.
ACM Trans. Inf. Syst., 2000
Mach. Learn., 2000
Comput. Networks, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Automatically Extracting Features for Concept Learning from the Web.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Extracting Information from the Web for Concept Learning and Collaborative Filtering.
Proceedings of the Algorithmic Learning Theory, 11th International Conference, 2000
1999
ACM Trans. Inf. Syst., 1999
Automatically Exploring Hypotheses About Fault Prediction: A Comparative Study of Inductive Logic Programming Methods.
Int. J. Softw. Eng. Knowl. Eng., 1999
Comput. Networks, 1999
Auton. Agents Multi Agent Syst., 1999
Proceedings of the ACM SIGMOD Workshop on The Web and Databases, 1999
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Hardness Results for Learning First-Order Representations and Programming by Demonstration.
Mach. Learn., 1998
Concurr. Pract. Exp., 1998
Proceedings of the SIGMOD 1998, 1998
Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity.
Proceedings of the SIGMOD 1998, 1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Proceedings of the Second International Conference on Autonomous Agents, 1998
Recommendation as Classification: Using Social and Content-Based Information in Recommendation.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
A Comparative Study of Inductive Logic Programming Methods for Software Fault Prediction.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
1996
Robotics Auton. Syst., 1996
The Dual DFA Learning Problem: Hardness Results for Programming by Demonstration and Learning First-Order Representations (Extended Abstract).
Proceedings of the Ninth Annual Conference on Computational Learning Theory, 1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
New Gener. Comput., 1995
J. Artif. Intell. Res., 1995
J. Artif. Intell. Res., 1995
Inductive Specification Recovery: Understanding Software by Learning from Example Behaviors.
Autom. Softw. Eng., 1995
Proceedings of the Machine Learning, 1995
Corrigendum for "Learnability of Description Logics".
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995
1994
The Case for Explicit Exceptions.
Methods Log. Comput. Sci., 1994
Grammatically Biased Learning: Learning Logic Programs Using an Explicit Antecedent Description Language.
Artif. Intell., 1994
Learning the Classic Description Logic: Theoretical and Experimental Results.
Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, 1994
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994
1993
Efficient Pruning Methods for Separate-and-Conquer Rule Learning Systems.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993
1992
Abductive Explanation-Based Learning: A Solution to the Multiple Inconsistent Explanation Problem.
Mach. Learn., 1992
Using Distribution-Free Learning Theory to Analyze Solution Path Caching Mechan isms.
Comput. Intell., 1992
Proceedings of the Fifth Annual ACM Conference on Computational Learning Theory, 1992
Proceedings of the Analogical and Inductive Inference, 1992
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Proceedings of the Eighth International Workshop (ML91), 1991
1990
Proceedings of the Machine Learning, 1990
Proceedings of the Machine Learning, 1990
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990
1988
Generalizing Number and Learning from Multiple Examples in Explanation Based Learning.
Proceedings of the Machine Learning, 1988
1986
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1986
1985