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Revision as of 02:11, 1 November 2022
Evgeniy Gabrilovich | |
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Born | Minsk,Belarus |
Nationality | Israeli |
Alma mater | Technion – Israel Institute of Technology |
Known for | IDN homograph attack, explicit semantic analysis |
Scientific career | |
Fields | Computational Linguistics Information retrieval |
Institutions | Google Research Yahoo! Research |
Evgeniy Gabrilovich is a research director at Facebook Reality Labs where he conducts research on neuromotor interfaces. Prior to that he was a Principal Scientist/Director at Google, specializing in Information Retrieval, Machine Learning, and Computational Linguistics, and a Fellow of the Institute of Electrical and Electronics Engineers (IEEE),[1] and an ACM Fellow.[2] In 2010, he received the Karen Spärck Jones Award from the British Computer Society Information Retrieval Specialist Group.[3]
Career
In 2002, Gabrilovich published a research paper documenting the possibility of an IDN homograph attack, with fellow researcher Alex Gontmakher. In 2005, Gabrilovich earned his PhD degree in Computer Science from the Technion – Israel Institute of Technology. In his Ph.D. thesis, he developed a methodology for using large scale repositories of world knowledge, such as Wikipedia, as a basis for improvement of text representations.
Publications
- "Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis", The 20th International Joint Conference on Artificial Intelligence (IJCAI), pp. 1606–1611, Evgeniy Gabrilovich and Shaul Markovitch, Hyderabad, India, January 2007
- "Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization", Evgeniy Gabrilovich and Shaul Markovitch, Journal of Machine Learning Research 8 (Oct), pp. 2297–2345, 2007
- "Robust Classification of Rare Queries Using Web Knowledge", The 30th Annual International ACM SIGIR Conference, Amsterdam, The Netherlands, July 2007
- The Homograph Attack Archived 2019-11-04 at the Wayback Machine, Evgeniy Gabrilovich and Alex Gontmakher, Communications of the ACM, 45(2):128, February 2002
References
- ^ Gabrilovich, Evgeniy. "Homepage of Evgeniy Gabrilovich". Retrieved 7 December 2021.
- ^ "ACM Names 71 Fellows for Computing Advances That Are Driving Innovation". HPCWire. Tabor Communications, Inc. 19 January 2022. Retrieved 25 March 2022.
- ^ "Evgeniy Gabrilovich Honored with Prestigious Karen Spärck Jones Award". Retrieved 7 August 2012.