Publications by Evgeniy Gabrilovich

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• Journals • Conferences • Book chapters • Proceedings • Magazines • Workshops / posters / short papers etc. • Theses • Technical reports • Miscellania •

Journals

• Eugene Agichtein, Evgeniy Gabrilovich, and Hongyuan Zha. The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content. IEEE Data Engineering Bulletin, 32(2):52–61, June 2009.
  BibTeX     Download: [pdf] (271.9kB )  
• Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based Semantic Interpretation for Natural Language Processing. Journal of Artificial Intelligence Research, pp. 443–498, 2009.
  BibTeX     Download: [pdf] (599.4kB )  
• Evgeniy Gabrilovich, Andrei Broder, Marcus Fontoura, Amruta Joshi, Vanja Josifovski, Lance Riedel, and Tong Zhang. Classifying Search Queries Using the Web as a Source of Knowledge. ACM Transactions on the Web, 3(2):1–28, April 2009.
  BibTeX     Download: [pdf] (619.4kB )  
• Evgeniy Gabrilovich and Shaul Markovitch. Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization. Journal of Machine Learning Research, 8:2297–2345, October 2007.
  Online appendix (HTML)
  BibTeX     Download: [pdf] (346.7kB )  
• Lev Finkelstein, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. Placing Search in Context: The Concept Revisited. ACM Transactions on Information Systems, 20(1):116–131, January 2002.
  BibTeX     Download: [pdf] (181.5kB )  

Conferences

• Michael Bendersky, Evgeniy Gabrilovich, Vanja Josifovski, and Donald Metzler. The Anatomy of an Ad: Structured Indexing and Retrieval for Sponsored Search. In Proceedings of the 19th International World Wide Web Conference, April 2010.
  BibTeX     Download: [pdf] (585.0kB )  
• Ben Carterette, Evgeniy Gabrilovich, Vanja Josifovski, and Donald Metzler. Measuring the Reusability of Test Collections. In Proceedings of the 3rd ACM International Conference on Web Search and Data Mining, pp. 231–240, 2010.
  BibTeX     Download: [pdf] (225.0kB )  
• Yejin Choi, Marcus Fontoura, Evgeniy Gabrilovich, Vanja Josifovski, Mauricio Mediano, and Bo Pang. Using Landing Pages for Sponsored Search Ad Selection. In Proceedings of the 19th International World Wide Web Conference, April 2010.
  BibTeX     Download: [pdf] (426.5kB )  
• Cristian Danescu-Niculescu-Mizil, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. Competing for Users' Attention: On the Interplay between Organic and Sponsored Search Results. In Proceedings of the 19th International World Wide Web Conference, April 2010.
  BibTeX     Download: [pdf] (662.3kB )  
• Sharad Goel, Andrei Broder, Evgeniy Gabrilovich, and Bo Pang. Anatomy of the Long Tail: Ordinary People with Extraordinary Tastes. In Proceedings of the 3rd ACM International Conference on Web Search and Data Mining, pp. 201–210, 2010.
  BibTeX     Download: [pdf] (2.6MB )  
• Sujith Ravi, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, Sandeep Pandey, and Bo Pang. Automatic Generation of Bid Phrases for Online Advertising. In Proceedings of the 3rd ACM International Conference on Web Search and Data Mining, pp. 341–350, 2010.
  BibTeX     Download: [pdf] (300.2kB )  
• Hila Becker, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. What Happens after an Ad Click? Quantifying the Impact of Landing Pages in Web Advertising. In CIKM'09, pp. 57–66, November 2009.
  BibTeX     Download: [pdf] (541.8kB )  
• Andrei Broder, Peter Ciccolo, Evgeniy Gabrilovich, Vanja Josifovski, Donald Metzler, Lance Riedel, and Jeffrey Yuan. Online Expansion of Rare Queries for Sponsored Search. In Proceedings of the 18th International World Wide Web Conference, pp. 511–520, April 2009.
  BibTeX     Download: [pdf] (258.1kB )  
• Xuerui Wang, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. Robust Cross-Language Query Classification with External Web Evidence. In Proceedings of the 2nd ACM International Conference on Web Search and Data Mining, pp. 74–83, 2009.
  BibTeX     Download: [pdf] (355.4kB )  
• Andrei Broder, Massimiliano Ciaramita, Marcus Fontoura, Evgeniy Gabrilovich, Vanja Josifovski, Donald Metzler, Vanessa Murdock, and Vassilis Plachouras. To Swing or not to Swing: Learning when (not) to Advertise. In Proceedings of the 17th ACM Conference on Information and Knowledge Management, pp. 1003–1012, 2008.
  BibTeX     Download: [pdf] (192.3kB )  
• Andrei Broder, Peter Ciccolo, Marcus Fontoura, Evgeniy Gabrilovich, Vanja Josifovski, and Lance Riedel. Search Advertising using Web Relevance Feedback. In CIKM'08, pp. 1013–1022, 2008.
  BibTeX     Download: [pdf] (314.8kB )  
• Ofer Egozi, Evgeniy Gabrilovich, and Shaul Markovitch. Concept-Based Feature Generation and Selection for Information Retrieval. In AAAI'08, pp. 1132–1137, July 2008.
  BibTeX     Download: [pdf] (299.2kB )  
• Filip Radlinski, Andrei Broder, Peter Ciccolo, Evgeniy Gabrilovich, Vanja Josifovski, and Lance Riedel. Optimizing Relevance and Revenue in Ad Search: A Query Substitution Approach. In SIGIR'08, pp. 403–410, 2008.
  BibTeX     Download: [pdf] (245.2kB )  
• Aris Anagnostopoulos, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Lance Riedel. Just-in-Time Contextual Advertising. In Proceedings of the 16th ACM Conference on Information and Knowledge Management, pp. 331–340, 2007.
  BibTeX     Download: [pdf] (409.3kB )  
• Andrei Broder, Marcus Fontoura, Evgeniy Gabrilovich, Amruta Joshi, Vanja Josifovski, and Tong Zhang. Robust Classification of Rare Queries Using Web Knowledge. In SIGIR'07, pp. 231–238, 2007.
  BibTeX     Download: [pdf] (268.0kB )  
• Evgeniy Gabrilovich and Shaul Markovitch. Computing Semantic Relatedness using Wikipedia-based Explicit Semantic Analysis. In Proceedings of the 20th International Joint Conference on Artificial Intelligence, pp. 1606–1611, January 2007.
  BibTeX     Download: [pdf] (288.5kB )  
• Evgeniy Gabrilovich and Shaul Markovitch. Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge. In Proceedings of the 21st National Conference on Artificial Intelligence, pp. 1301–1306, July 2006.
  Online appendix (HTML)
  BibTeX     Download: [pdf] (65.5kB )  
• Evgeniy Gabrilovich and Shaul Markovitch. Feature Generation for Text Categorization Using World Knowledge. In Proceedings of the 19th International Joint Conference on Artificial Intelligence, pp. 1048–1053, Edinburgh, Scotand, August 2005.
  Online appendix (HTML)
  BibTeX     Download: [pdf] (68.1kB )  
• Dmitry Davidov, Evgeniy Gabrilovich, and Shaul Markovitch. Parameterized generation of labeled datasets for text categorization based on a hierarchical directory. In Proceedings of the 27th ACM International Conference on Research and Development in Information Retrieval, pp. 250–257, 2004.
  Companion Web page (HTML)
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• Evgeniy Gabrilovich and Shaul Markovitch. Text Categorization with Many Redundant Features: Using Aggressive Feature Selection to Make SVMs Competitive with C4.5. In Proceedings of the 21st International Conference on Machine Learning, pp. 321–328, 2004.
  Companion Web page (HTML)
  BibTeX     Download: [pdf] (227.9kB )  
• Evgeniy Gabrilovich, Susan Dumais, and Eric Horvitz. Newsjunkie: Providing Personalized Newsfeeds via Analysis of Information Novelty. In Proceedings of the Thirteenth International World Wide Web Conference (WWW2004), pp. 482–490, ACM Press, New York, NY, May 2004.
  BibTeX     Download: [pdf] (117.6kB )  
• Lev Finkelstein, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. Placing Search in Context: The Concept Revisited. In Proceedings of the Tenth International World Wide Web Conference (WWW10), pp. 406–414, ACM Press, Hong Kong, May 2001.
  BibTeX     Download: [pdf] (233.2kB )  

Book chapters

• Shuly Wintner, Evgeniy Gabrilovich, and Nissim Francez. AMALIA - A Unified Platform for Parsing and Generation. In Nikolas Nikolov and Ruslan Mitkov, editors, Recent Advances in Natural Language Processing II, Current Issues in Linguistic Theory, pp. 257–270, John Benjamins, 2000. Selected papers from RANLP'97, Tzigov Chark, Bulgaria, September 1997
  Book page at Amazon.com
  BibTeX     Download: [pdf] (254.5kB )  

Proceedings

• Mikhail Bilenko, Evgeniy Gabrilovich, Matthew Richardson, and Yi Zhang, editors. Proceedings of the SIGIR Workshop on Information Retrieval and Advertising (IRA). Association for Computing Machinery, July 2009.
  BibTeX     Download: [pdf] (1.5MB )  
• Razvan Bunescu, Evgeniy Gabrilovich, Rada Mihalcea, and Vivi Nastase, editors. Proceedings of the IJCAI Workshop on User-Contributed Knowledge and Artificial Intelligence: An Evolving Synergy (WikiAI). International Joint Conferences on Artificial Intelligence, July 2009.
  BibTeX     Download: [pdf] (2.6MB )  
• Eugene Agichtein, Ewa Dominowska, Evgeniy Gabrilovich, and James Shanahan, editors. Proceedings of the SIGIR Workshop on Information Retrieval in Advertising (IRA). Association for Computing Machinery, July 2008.
  BibTeX     Download: [pdf] (3.2MB )  
• Razvan Bunescu, Evgeniy Gabrilovich, and Rada Mihalcea, editors. Proceedings of the AAAI Workshop on Wikipedia and Artificial Intelligence: An Evolving Synergy (WikiAI). Association for the Advancement of Artificial Intelligence, AAAI Press, July 2008. AAAI Technical Report WS-08-15
  BibTeX     Download: [pdf] (2.6MB )  

Magazines

• Mikhail Bilenko, Evgeniy Gabrilovich, Matthew Richardson, and Yi Zhang. Information Retrieval and Advertising (workshop report). SIGIR Forum, 43(2):29–33, December 2009.
  BibTeX     Download: [pdf] (150.7kB )  
• Razvan Bunescu, Evgeniy Gabrilovich, and Rada Mihalcea. Wikipedia and Artificial Intelligence: An Evolving Synergy (workshop report). AI Magazine, 30(1), 2009.
  BibTeX     Download: (unavailable)
• Evgeniy Gabrilovich and Alex Gontmakher. Human-Targeted Denial of Service. BYTE.com, June 2003.
  BibTeX     Download: [pdf] (99.1kB )  
• Evgeniy Gabrilovich and Alex Gontmakher. Heap Ltd.. Dr. Dobb's Journal, 28(6):54–57, June 2003.
  BibTeX     Download: [pdf] (168.2kB )  
• Evgeniy Gabrilovich and Alex Gontmakher. When Robots Attack. BYTE.com, April 2003.
  BibTeX     Download: [pdf] (158.5kB )  
• Evgeniy Gabrilovich and Alex Gontmakher. The Homograph Attack. Communications of the ACM, 45(2):128, February 2002.
  Companion Web page (HTML)
  BibTeX     Download: [pdf] (71.7kB )  
• Gregory Begelman, Lev Finkelstein, and Evgeniy Gabrilovich. C++ Set-Theoretic Operations on Virtual Containers. Dr. Dobb's Journal, 26(10):40–48, October 2001.
  BibTeX     Download: [pdf] (48.9kB )  
• Evgeniy Gabrilovich and Lev Finkelstein. JNI - C++ Integration Made Easy. C/C++ Users Journal, 19(1):10–21, January 2001.
  Extended version (PDF) / Source code (ZIP archive)
  BibTeX     Download: [pdf] (69.9kB )  
• Evgeniy Gabrilovich. Destruction-Managed Singleton: A Compound Pattern for Reliable Deallocation of Singletons. C++ Report, 12(3):35–40, March 2000.
  BibTeX     Download: [pdf] (63.4kB )  
• Evgeniy Gabrilovich. Controlling the Destruction Order of Singleton Objects. C/C++ Users Journal, 17(10):57–61, October 1999.
  BibTeX     Download: [pdf] (31.0kB )  

Workshops / posters / short papers etc.

• Deepak Agarwal, Evgeniy Gabrilovich, Rob Hall, Vanja Josifovski, and Rajiv Khanna. Translating Relevance Scores to Probabilities for Contextual Advertising. In CIKM'09, pp. 1899–1902, November 2009.
  BibTeX     Download: [pdf] (223.4kB )  
• Hila Becker, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. Context Transfer in Search Advertising. In SIGIR'09, pp. 656–657, July 2009.
  BibTeX     Download: [pdf] (443.4kB )  
• William Chang, Patrick Pantel, Ana-Maria Popescu, and Evgeniy Gabrilovich. Towards Intent-Driven Bidterm Suggestion. In Proceedings of the 18th International World Wide Web Conference, pp. 1093–1094, April 2009.
  BibTeX     Download: [pdf] (195.6kB )  
• Andrei Broder, Peter Ciccolo, Evgeniy Gabrilovich, and Bo Pang. Domain-Specific Query Augmentation using Folksonomy Tags: the Case of Contextual Advertising. In 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, pp. 23–26, 2008.
  BibTeX     Download: [pdf] (159.4kB )  
• Xuerui Wang, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. Cross-Lingual Query Classification: a Preliminary Study. In 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, pp. 101–104, 2008.
  BibTeX     Download: [pdf] (250.9kB )  
• Evgeniy Gabrilovich, Nissim Francez, and Shuly Wintner. Natural Language Generation with Abstract Machine. In Proceedings of the Ninth International Workshop on Natural Language Generation, pp. 276–279, Niagara-on-the-Lake, Ontario, Canada, August 1998.
  BibTeX     Download: [pdf] (152.2kB )  

Theses

• Evgeniy Gabrilovich. Feature Generation for Textual Information Retrieval Using World Knowledge. Ph.D. Thesis, Department of Computer Science, Technion---Israel Institute of Technology, Haifa, Israel, 2006.
  BibTeX     Download: [pdf] (857.4kB )  
• Evgeniy Gabrilovich. Natural Language Generation by Abstract Machine for Typed Feature Structures. Master's Thesis, Department of Computer Science, Technion---Israel Institute of Technology, Haifa, Israel,1998.
  BibTeX     Download: [pdf] (818.5kB )  

Technical reports

• Evgeniy Gabrilovich and Shaul Markovitch. Computing semantic relatedness of words and texts in Wikipedia-derived semantic space. Technical report CIS-2006-04, Computer Science Department, Technion---Israel Institute of Technology, 2006.
  All CS technical reports
  BibTeX     Download: [pdf] (105.8kB )  
• Shuly Wintner, Evgeniy Gabrilovich, and Nissim Francez. AMALIA - A Unified Platform for Parsing and Generation. Technical report LCL-9703, Laboratory for Computational Linguistics, Department of Computer Science, Technion---Israel Institute of Technology, 1997.
  All CS technical reports
  BibTeX     Download: [pdf] (225.6kB )  
• Evgeniy Gabrilovich and Alberto D. Berstein. Using a Vector Quantization Approach for Robust Text-Independent Speaker Identification. Technical report DSPG-95-9-001, DSP Group, Inc., 1995.
  BibTeX     Download: [pdf] (207.8kB )  

Miscellania

• Dmitry Davidov, Evgeniy Gabrilovich, and Shaul Markovitch. TechTC---Technion Repository of Text Categorization Datasets. 2004.
  BibTeX     Download: [HTML] 
• Alex Gontmakher and Evgeniy Gabrilovich. Integrated Logging: Printf Debugging Revisited. 2004.
  BibTeX     Download: [HTML] 
• Lev Finkelstein, Evgeniy Gabrilovich, Yossi Matias, Ehud Rivlin, Zach Solan, Gadi Wolfman, and Eytan Ruppin. WordSimilarity-353 Test Collection. 2002.
  BibTeX     Download: [HTML] 
• Shuly Wintner, Evgeniy Gabrilovich, and Nissim Francez. AMALIA: Abstract MAchine for LInguistic Applications / User's Guide, Haifa, Israel, February 1998.
  BibTeX     Download: [pdf] (227.2kB )  

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