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Research Area: Computational Advertising |
Profile
Evgeniy Gabrilovich is a Senior Research Scientist at Yahoo! Research. His research interests include information retrieval, machine learning, and computational linguistics. Recently, he co-organized a workshop on the synergy between Wikipedia and research in AI at AAAI 2008, as well as co-presented a tutorial on computation advertising at ACL 2008 and EC 2008. He served on the program committees of ACL-08:HLT, AAAI 2008, WWW 2008, CIKM 2008, JCDL 2008, AAAI 2007, EMNLP-CoNLL 2007, and COLING-ACL 2006, as well as reviewed papers for the ACM Transactions on Internet Technology (TOIT), Information Processing and Management Journal, Journal of Natural Language Engineering (JNLE), and Communications of the ACM. Evgeniy earned his MSc ad PhD degrees in Computer Science from the Technion - Israel Institute of Technology. In his Ph.D. thesis, Evgeniy developed a methodology for using large scale repositories of world knowledge (e.g., all the knowledge available in Wikipedia) in order to enhance text representation beyond the bag of words.
Recent Publications, Projects and News
- Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis Gabrilovich, Evgeniy ; Markovitch, Shaul, Proceedings of the 20th International Joint Conference on Artificial Intelligence, 2007
- Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge Gabrilovich, Evgeniy ; Markovitch, Shaul, Proceedings of the 21st National Conference on Artificial Intelligence, 2006
- Computing semantic relatedness of words and texts in Wikipedia-derived semantic space Gabrilovich, Evgeniy ; Markovitch, Shaul, Computer Science Department, Technion---Israel Institute of Technology, 2006
- Feature Generation for Text Categorization Using World Knowledge Gabrilovich, Evgeniy ; Markovitch, Shaul, IJCAI'05, 2005
- Parameterized generation of labeled datasets for text categorization based on a hierarchical directory Davidov, Dmitry ; Gabrilovich, Evgeniy ; Markovitch, Shaul, Proceedings of the 27th {ACM} International Conference on Research and Development in Information Retrieval, 2004
- Text Categorization with Many Redundant Features: Using Aggressive Feature Selection to Make SVMs Competitive with C4.5 Gabrilovich, Evgeniy ; Markovitch, Shaul, Proceedings of the 21st International Conference on Machine Learning, 2004
- Newsjunkie: Providing Personalized Newsfeeds via Analysis of Information Novelty Gabrilovich, Evgeniy ; Dumais, Susan ; Horvitz, Eric, Proceedings of the Thirteenth International World Wide Web Conference (WWW2004), ACM Press, 2004
- TechTC---Technion Repository of Text Categorization Datasets Davidov, Dmitry ; Gabrilovich, Evgeniy ; Markovitch, Shaul, Department of Computer Science, Technion -- Israel Institute of Technology, Haifa, Israel, 2004
- Human-Targeted Denial of Service Gabrilovich, Evgeniy ; Gontmakher, Alex, {BYTE}.com, 2003
- Heap Ltd. Gabrilovich, Evgeniy ; Gontmakher, Alex, Dr. Dobb's Journal, 2003
- When Robots Attack Gabrilovich, Evgeniy ; Gontmakher, Alex, {BYTE}.com, 2003
- The Homograph Attack Gabrilovich, Evgeniy ; Gontmakher, Alex, Communications of the ACM, 2002
- Placing Search in Context: The Concept Revisited Finkelstein, Lev ; Gabrilovich, Evgeniy ; Matias, Yossi ; Rivlin, Ehud ; Solan, Zach ; Wolfman, Gadi ; Ruppin, Eytan, ACM TOIS, 2002
- WordSimilarity-353 Test Collection Finkelstein, Lev ; Gabrilovich, Evgeniy ; Matias, Yossi ; Rivlin, Ehud ; Solan, Zach ; Wolfman, Gadi ; Ruppin, Eytan, Department of Computer Science, Technion -- Israel Institute of Technology, Haifa, Israel, 2002
- C++ Set-Theoretic Operations on Virtual Containers Begelman, Gregory ; Finkelstein, Lev ; Gabrilovich, Evgeniy, Dr. Dobb's Journal, 2001
- JNI - C++ Integration Made Easy Gabrilovich, Evgeniy ; Finkelstein, Lev, C/C++ Users Journal, 2001
- Placing Search in Context: The Concept Revisited Finkelstein, Lev ; Gabrilovich, Evgeniy ; Matias, Yossi ; Rivlin, Ehud ; Solan, Zach ; Wolfman, Gadi ; Ruppin, Eytan, Proceedings of the Tenth International World Wide Web Conference ({WWW10}), ACM Press, 2001
- Destruction-Managed Singleton: A Compound Pattern for Reliable Deallocation of Singletons Gabrilovich, Evgeniy, C++ Report, 2000
- AMALIA - A Unified Platform for Parsing and Generation Wintner, Shuly ; Gabrilovich, Evgeniy ; Francez, Nissim, Current Issues in Linguistic Theory, John Benjamins, 2000
- Controlling the Destruction Order of Singleton Objects Gabrilovich, Evgeniy, C/C++ Users Journal, 1999