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Research Area: Computational Advertising |
Profile
Dr. Evgeniy Gabrilovich is a Principal Research Scientist and Head of the NLP & IR Group at Yahoo! Research. He authored over 50 publications in top international venues, and filed over 20 patents. Evgeniy is a recipient of the 2010 Karen Sparck Jones Award for his contributions to natural language processing and information retrieval. He served as a Senior PC member or Area Chair at SIGIR, WWW, WSDM, AAAI, IJCAI, ACL, EMNLP, ICDM, and ICWSM, and served on the program committees of virtually every major conference in the field. He organized a number of workshops and taught multiple tutorials at SIGIR, ACL, IJCAI, AAAI, CIKM, and EC. Evgeniy earned his MSc and PhD degrees 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 (e.g., all the knowledge available in Wikipedia) to enhance text representation beyond the bag of words.
Recent Publications, Projects and News
- Competing for Users' Attention: On the Interplay between Organic and Sponsored Search Results Cristian Danescu-Niculescu-Mizil;Andrei Broder;Evgeniy Gabrilovich; Vanja Josifovski; Bo Pang, WWW 2010: Proceedings of the 19th international conference on World Wide Web, 2010
- Using Landing Pages for Sponsored Search Ad Selection Yejin Choi; Marcus Fontoura; Evgeniy Gabrilovich; Vanja Josifovski; Mauricio Mediano; Bo Pang, WWW 2010: Proceedings of the 19th international conference on World Wide Web, 2010
- The Anatomy of an Ad: Structured Indexing and Retrieval for Sponsored Search Michael Bendersky; Evgeniy Gabrilovich; Vanja Josifovski; Donald Metzler, WWW 2010: Proceedings of the 19th international conference on World Wide Web, 2010
- Measuring the Reusability of Test Collections Ben Carterette; Evgeniy Gabrilovich; Vanja Josifovski; Donald Metzler, WSDM, 2010 [view abstract]
- Anatomy of the Long Tail: Ordinary People with Extraordinary Tastes Sharad Goel;Andrei Broder; Evgeniy Gabrilovich; Bo Pang, WSDM, 2010 [view abstract]
- Automatic Generation of Bid Phrases for Online Advertising Sujith Ravi;Andrei Broder; Evgeniy Gabrilovich; Vanja Josifovski; Sandeep Pandey; Bo Pang, WSDM, 2010 [view abstract]
- Cross-Language Query Classification using Web Search for Exogenous Knowledge Xuerui Wang;Andrei Broder;Evgeniy Gabrilovich;Vanja Josifovski;Bo Pang, WSDM, 2009 [view abstract]
- Context Transfer in Search Advertising Hila Becker;Andrei Broder; Evgeniy Gabrilovich; Vanja Josifovski; Bo Pang, The 32nd Annual ACM SIGIR Conference (Poster), 2009
- Translating Relevance Scores to Probabilities for Contextual Advertising Deepak Agarwal; Evgeniy Gabrilovich; Rob Hall; Vanja Josifovski; Rajiv Khanna, The 18th ACM Conference on Information and Knowledge Management (CIKM), 2009
- Towards Intent-Driven Bidterm Suggestion William Chang; Patrick Pantel; Ana-Maria Popescu; Evgeniy Gabrilovich, Proceedings of the 18th International World Wide Web Conference (WWW), 2009
- What Happens after an Ad Click? Quantifying the Impact of Landing Pages in Web Advertising Hila Becker;Andrei Broder; Evgeniy Gabrilovich; Vanja Josifovski; Bo Pang, The 18th ACM Conference on Information and Knowledge Management (CIKM), 2009
- Classifying Search Queries Using the Web as a Source of Knowledge Evgeniy Gabrilovich; Andrei Broder; Marcus Fontoura; Amruta Joshi; Vanja Josifovski; Lance Riedel; Tong Zhang, ACM Transactions on the Web, 2009, 2
- Wikipedia-based Semantic Interpretation for Natural Language Processing Evgeniy Gabrilovich; Shaul Markovitch, Journal of Artificial Intelligence Research (JAIR), 2009
- The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content Eugene Agichtein; Evgeniy Gabrilovich; Hongyuan Zha, IEEE Data Engineering Bulletin, 2009, 2
- Online Expansion of Rare Queries for Sponsored Search Andrei Broder; Peter Ciccolo; Evgeniy Gabrilovich; Vanja Josifovski; Donald Metzler; Lance Riedel; Jeffrey Yuan, ACM Conference on the World Wide Web (WWW), 2009 [view abstract]
- Optimizing Relevance and Revenue in Ad Search: A Query Substitution Approach Filip Radlinski;Andrei Broder;Peter Ciccolo; Evgeniy Gabrilovich; Vanja Josifovski; Lance Riedel, Proceedings of the 31st ACM International Conference on Research and Development in Information Retrieval (SIGIR), 2008
- Concept-Based Feature Generation and Selection for Information Retrieval Ofer Egozi; Evgeniy Gabrilovich; Shaul Markovitch, Proceedings of the 23rd AAAI Conference on Artificial Intelligence, 2008
- Domain-Specific Query Augmentation using Folksonomy Tags: the Case of Contextual Advertising Andrei Broder; Peter Ciccolo; Evgeniy Gabrilovich; Bo Pang, Proceedings of the 1st Workshop on Information Retrieval for Advertising, in conjunction with the 31st ACM International Conference on Research and Development in Information Retrieval (SIGIR), 2008
- Search Advertising using Web Relevance Feedback Andrei Broder; Peter Ciccolo; Marcus Fontoura; Evgeniy Gabrilovich; Vanja Josifovski; Lance Riedel, Proceedings of the 17th {ACM} Conference on Information and Knowledge Management (CIKM), 2008
- Cross-Lingual Query Classification: a Preliminary Study Xuerui Wang;Andrei Broder;Evgeniy Gabrilovich; Vanja Josifovski; Bo Pang, Proceedings of the 2nd International ACM Workshop on Improving Non-English Web Searching (iNEWS), in conjunction with the 17th ACM Conference on Information and Knowledge Management (CIKM), 2008
- Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis Evgeniy Gabrilovich; Shaul Markovitch, 2007
- Robust Classification of Rare Queries Using Web Knowledge Broder,Andrei;Fontoura, Marcus ; Gabrilovich, Evgeniy ; Joshi, Amruta ; Josifovski, Vanja ; Zhang, Tong, SIGIR, 2007
- Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization Evgeniy Gabrilovich; Shaul Markovitch, Journal of Machine Learning Research, 2007
- Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge Evgeniy Gabrilovich; Shaul Markovitch, Proceedings of the 21st National Conference on Artificial Intelligence (AAAI), 2006
- Feature Generation for Text Categorization Using World Knowledge Gabrilovich, Evgeniy; Markovitch, Shaul, IJCAI'05, 2005
- Feature Generation for Text Categorization Using World Knowledge Evgeniy Gabrilovich; Shaul Markovitch, Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), 2005
