| Computing semantic relatedness using Wikipedia-based explicit semantic analysis. E Gabrilovich, S Markovitch IJcAI 7, 1606-1611, 2007 | 2861 | 2007 |
| Overcoming the brittleness bottleneck using Wikipedia: Enhancing text categorization with encyclopedic knowledge E Gabrilovich, S Markovitch AAAI 6, 1301-1306, 2006 | 568 | 2006 |
| A word at a time: computing word relatedness using temporal semantic analysis K Radinsky, E Agichtein, E Gabrilovich, S Markovitch Proceedings of the 20th international conference on World wide web, 337-346, 2011 | 526 | 2011 |
| Wikipedia-based semantic interpretation for natural language processing E Gabrilovich, S Markovitch Journal of Artificial Intelligence Research 34, 443-498, 2009 | 506 | 2009 |
| Concept-based information retrieval using explicit semantic analysis O Egozi, S Markovitch, E Gabrilovich ACM Transactions on Information Systems (TOIS) 29 (2), 1-34, 2011 | 368 | 2011 |
| Feature generation for text categorization using world knowledge E Gabrilovich, S Markovitch IJCAI 5, 1048-1053, 2005 | 347 | 2005 |
| Selective sampling for nearest neighbor classifiers M Lindenbaum, S Markovitch, D Rusakov Machine learning 54 (2), 125-152, 2004 | 309 | 2004 |
| Contextual word similarity and estimation from sparse data I Dagan, S Marcus, S Markovitch 31st Annual Meeting of the Association for Computational Linguistics, 164-171, 1993 | 309 | 1993 |
| Text categorization with many redundant features: Using aggressive feature selection to make SVMs competitive with C4. 5 E Gabrilovich, S Markovitch Proceedings of the twenty-first international conference on Machine learning, 41, 2004 | 284 | 2004 |
| Learning models of intelligent agents D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 62-67, 1996 | 228 | 1996 |
| Learning causality for news events prediction K Radinsky, S Davidovich, S Markovitch Proceedings of the 21st international conference on World Wide Web, 909-918, 2012 | 214 | 2012 |
| The role of forgetting in learning S Markovitch, PD Scott Machine learning proceedings 1988, 459-465, 1988 | 204 | 1988 |
| Feature generation using general constructor functions S Markovitch, D Rosenstein Machine Learning 49 (1), 59-98, 2002 | 187 | 2002 |
| Learning implicit transfer for person re-identification T Avraham, I Gurvich, M Lindenbaum, S Markovitch European conference on computer vision, 381-390, 2012 | 136 | 2012 |
| Opponent modeling in multi-agent systems D Carmel, S Markovitch International Joint Conference on Artificial Intelligence, 40-52, 1995 | 121 | 1995 |
| Incorporating opponent models into adversary search D Carmel, S Markovitch AAAI/IAAI, Vol. 1, 120-125, 1996 | 110 | 1996 |
| Concept-Based Feature Generation and Selection for Information Retrieval. O Egozi, E Gabrilovich, S Markovitch AAAI 8, 1132-1137, 2008 | 109 | 2008 |
| Parameterized generation of labeled datasets for text categorization based on a hierarchical directory D Davidov, E Gabrilovich, S Markovitch Proceedings of the 27th annual international ACM SIGIR conference on …, 2004 | 109 | 2004 |
| Information filtering: Selection mechanisms in learning systems S Markovitch, PD Scott Machine Learning 10 (2), 113-151, 1993 | 109 | 1993 |
| Exploration strategies for model-based learning in multi-agent systems D Carmel, S Markovitch Autonomous Agents and Multi-agent systems 2 (2), 141-172, 1999 | 100 | 1999 |
Evgeniy GabrilovichResearch Director, Facebook Reality LabsVerified email at fb.com
