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Publications Related to: Information Retrieval

By Shaul Markovitch

  1. Kira Radinsky, Sagie Davidovich and Shaul Markovitch. Learning Causality from Textual Data. In Proceedings of the IJCAI Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, 363-367 Barcelona, Spain, 2011.[abstract+pdf]
  2. Ofer Egozi, Shaul Markovitch and Evgeniy Gabrilovich. Concept-Based Information Retrieval using Explicit Semantic Analysis. {ACM} {T}ransactions on {I}nformation {S}ystems, 29:8:1-8:34 2011.[abstract+pdf]
  3. Sonya Liberman and Shaul Markovitch. Compact Hierarchical Explicit Semantic Representation. In Proceedings of the IJCAI 2009 Workshop on User-Contributed Knowledge and Artificial Intelligence: An Evolving Synergy (WikiAI09), Pasadena, CA, 2009.[abstract+pdf]
  4. Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based Semantic Interpretation for Natural Language Processing. Journal of Artificial Intelligence Research, 34:443-498 2009.[abstract+pdf]
  5. Kira Radinsky, Sagie Davidovich and Shaul Markovitch. Predicting the News of Tomorrow Using Patterns inWeb Search Queries. In Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence (WI'08), 363-367 Sydney, Australia, 2008.[abstract+pdf]
  6. Ofer Egozi, Evgeniy Gabrilovich and Shaul Markovitch. Concept-Based Feature Generation and Selection for Information Retrieval. In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 1132-1137 Chicago, IL, 2008.[abstract+pdf]
  7. Evgeniy Gabrilovich and Shaul Markovitch. Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization. Journal of Machine Learning Research, 8:2297-2345 2007.[abstract+pdf]
  8. Evgeniy Gabrilovich and Shaul Markovitch. Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis. In Proceedings of The Twentieth International Joint Conference for Artificial Intelligence, 1606-1611 Hyderabad, India, 2007.[abstract+pdf]
  9. Evgeniy Gabrilovich and Shaul Markovitch. Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, 1301-1306 Boston, MA, 2006.[abstract+pdf]
  10. Evgeniy Gabrilovich and Shaul Markovitch. Feature Generation for Text Categorization Using World Knowledge. In Proceedings of The Nineteenth International Joint Conference for Artificial Intelligence, 1048-1053 Edinburgh, Scotland, 2005.[abstract+pdf]
  11. Ido Dagan, Shaul Marcus and Shaul Markovitch. Contextual Word Similarity and Estimation from Sparse Data. Computer Speech and Language, 9:123-152 1995.[abstract+pdf]
  12. Ido Dagan, Shaul Marcus and Shaul Markovitch. Contextual Word Similarity and Estimation from Sparse Data. In Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics, 164-171 Ohio State University, 1993.[abstract+pdf]