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Publications of Shaul Markovitch Coauthored with: Evgeniy Gabrilovich

  1. 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]
  2. Kira Radinsky, Eugene Agichtein, Evgeniy Gabrilovich and Shaul Markovitch. A Word at a Time: Computing Word Relatedness using Temporal Semantic Analysis. In Proceedings of the 20th International World Wide Web Conference, 337-346 Hyderabad, India, 2011.[abstract][pdf]
  3. Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based Semantic Interpretation for Natural Language Processing. Journal of Artificial Intelligence Research, 34:443-498 2009.[abstract][pdf]
  4. 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]
  5. 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]
  6. 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]
  7. 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]
  8. 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]
  9. Evgeniy Gabrilovich and Shaul Markovitch. Text Categorization with Many Redundant Features: Using Aggressive Feature Selection to Make SVMs Competitive with C4.5. In Proceedings of The Twenty-First International Conference on Machine Learning, 321-328 Banff, Alberta, Canada, 2004.Morgan Kaufmann[abstract][pdf]
  10. Dmitry Davidov, Evgeniy Gabrilovich and Shaul Markovitch. Parameterized Generation of Labeled Datasets for Text Categorization Based on a Hierarchical Directory. In Proceedings of The 27th Annual International ACM SIGIR Conference, 250-257 Sheffield, UK, 2004.ACM Press[abstract][pdf]