|Alma mater||Technion – Israel Institute of Technology|
|Known for||IDN homograph attack, explicit semantic analysis|
|Fields||Computational Linguistics |
|Institutions||Google Research |
Evgeniy Gabrilovich is a Principal Scientist at Google, specializing in Information Retrieval, Machine Learning, and Computational Linguistics, and a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE), and an ACM Distinguished Scientist. In 2010, he received the Karen Spärck Jones Award from the British Computer Society Information Retrieval Specialist Group. In January 2022 Gabrilovich an ACM Fellow.
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.
- "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
- Gabrilovich, Evgeniy. "Homepage of Evgeniy Gabrilovich". Retrieved 7 December 2021.
- "Evgeniy Gabrilovich Honored with Prestigious Karen Spärck Jones Award". Retrieved 7 August 2012.
- "ACM Names 71 Fellows for Computing Advances That Are Driving Innovation". HPCWire. Tabor Communications, Inc. 19 January 2022. Retrieved 25 March 2022.