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Publications Related to: Information Retrieval

By Shaul Markovitch

  1. Kira Radinsky, Sagie Davidovich and Shaul Markovitch. Learning Causality for News Events Prediction. In Proceedings of WWW 2012, 909-918 Lyon, France, 2011.[abstract][pdf]
  2. 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]
  3. 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]
  4. 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]
  5. Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based Semantic Interpretation for Natural Language Processing. Journal of Artificial Intelligence Research, 34:443-498 2009.[abstract][pdf]
  6. 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]
  7. 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]
  8. 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]
  9. 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]
  10. 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]
  11. 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]
  12. 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]
  13. 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]