Publications by Evgeniy Gabrilovich

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Journals

• Maximilian Nickel, Kevin Murphy, Volker Tresp, and Evgeniy Gabrilovich. A Review of Relational Machine Learning for Knowledge Graphs. Proceedings of the IEEE, 104(1):11–33, 2016.
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• Xin Luna Dong, Evgeniy Gabrilovich, Kevin Murphy, Van Dang, Wilko Horn, Camillo Lugaresi, Shaohua Sun, and Wei Zhang. Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources. Proceedings of the VLDB Endowment, 8(9):938–949, 2015.
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• Xin Luna Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Kevin Murphy, Shaohua Sun, and Wei Zhang. From Data Fusion to Knowledge Fusion. Proceedings of the VLDB Endowment, 7(10):881–892, 2014.
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• Elad Yom-Tov and Evgeniy Gabrilovich. Postmarket Drug Surveillance Without Trial Costs: Discovery of Adverse Drug Reactions Through Large-Scale Analysis of Web Search Queries. Journal of Medical Internet Research, 15(6):e124, June 2013.
  Online version
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• Aris Anagnostopoulos, Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, and Lance Riedel. Web-Page Summarization for Just-in-Time Contextual Advertising. ACM Transactions on Intelligent Systems and Technology, 3(1), October 2011.
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• Ofer Egozi, Shaul Markovitch, and Evgeniy Gabrilovich. Concept-Based Information Retrieval using Explicit Semantic Analysis. ACM Transactions on Information Systems, 29(2), 2011.
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• 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.
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• Evgeniy Gabrilovich and Shaul Markovitch. Wikipedia-based Semantic Interpretation for Natural Language Processing. Journal of Artificial Intelligence Research, 34:443–498, 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.
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• 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 )  
• Evgeniy Gabrilovich and Alex Gontmakher. The Homograph Attack. Communications of the ACM, 45(2):128, February 2002.
  Companion Web page (HTML)
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Conferences

• Ari Kobren, Chun How Tan, Panos Ipeirotis, and Evgeniy Gabrilovich. Getting More for Less: Optimized Crowdsourcing with Dynamic Tasks and Goals. In Proceedings of the 24th International World Wide Web Conference, May 2015.
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• Xin Luna Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, and Wei Zhang. Knowledge Vault: a Web-Scale Approach to Probabilistic Knowledge Fusion. In Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2014.
  BibTeX     Download: [pdf] (325.1kB )  
• Panos Ipeirotis and Evgeniy Gabrilovich. Quizz: Targeted Crowdsourcing with a Billion (Potential) Users. In Proceedings of the 23rd International World Wide Web Conference, April 2014.
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• Chun How Tan, Eugene Agichtein, Panos Ipeirotis, and Evgeniy Gabrilovich. Trust, but Verify: Predicting Contribution Quality for Knowledge Base Construction and Curation. In Proceedings of the 7th ACM International Conference on Web Search and Data Mining, February 2014.
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• Robert West, Evgeniy Gabrilovich, Kevin Murphy, Shaohua Sun, Rahul Gupta, and Dekang Lin. Knowledge Base Completion via Search-Based Question Answering. In Proceedings of the 23rd International World Wide Web Conference, April 2014.
  BibTeX     Download: [pdf] (541.3kB )  
• Guy Halawi, Gideon Dror, Evgeniy Gabrilovich, and Yehuda Koren. Large-Scale Learning of Word Relatedness with Constraints. In Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2012.
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• Chenhao Tan, Evgeniy Gabrilovich, and Bo Pang. To Each His Own: Personalized Content Selection based on Text Comprehensibility. In Proceedings of the 5th ACM International Conference on Web Search and Data Mining, February 2012.
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• Hongning Wang, Anlei Dong, Lihong Li, Yi Chang, and Evgeniy Gabrilovich. Joint Relevance and Freshness Learning From Clickthroughs for News Search. In Proceedings of the 21st International World Wide Web Conference, April 2012.
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• Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, George Mavromatis, and Alex Smola. Bid Generation for Advanced Match in Sponsored Search. In Proceedings of the 4th ACM International Conference on Web Search and Data Mining, February 2011.
  BibTeX     Download: [pdf] (342.4kB )  
• Qiaoling Liu, Eugene Agichtein, Gideon Dror, Evgeniy Gabrilovich, Yoelle Maarek, Dan Pelleg, and Idan Szpektor. Predicting Web Searcher Satisfaction with Existing Community-based Answers. In SIGIR'11, 2011.
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• Kira Radinsky, Eugene Agichtein, Evgeniy Gabrilovich, and Shaul Markovitch. A Word at a Time: Computing Word Relatedness using Temporal Semantic Analysis. In Proceedings of the 20th International World Wide Web Conference, March 2011.
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• Jangwon Seo, Fernando Diaz, Evgeniy Gabrilovich, Vanja Josifovski, and Bo Pang. Generalized Link Suggestions via Web Site Clustering. In Proceedings of the 20th International World Wide Web Conference, March 2011.
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• Ablimit Aji, Yu Wang, Eugene Agichtein, and Evgeniy Gabrilovich. Using the Past to Score the Present: Extending Term Weighting Models with Revision History Analysis. In CIKM, October 2010.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• 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.
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• Ofer Egozi, Evgeniy Gabrilovich, and Shaul Markovitch. Concept-Based Feature Generation and Selection for Information Retrieval. In AAAI'08, pp. 1132–1137, July 2008.
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• 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.
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• 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.
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• 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)
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• 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.
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• 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.
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• 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.
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• 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
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Magazines

• Paul Bennett, Evgeniy Gabrilovich, Jaap Kamps, and Jussi Karlgren. Report on the sixth workshop on exploiting semantic annotations in Information Retrieval (ESAIR’13). SIGIR Forum, 48(1):13–20, June 2014.
  BibTeX     Download: (unavailable)
• David Carmel, Ming-Wei Chang, Evgeniy Gabrilovich, Bo-June Paul Hsu, and Kuansan Wang. ERD'14: Entity Recognition and Disambiguation Challenge. SIGIR Forum, 48(2):63–77, December 2014.
  BibTeX     Download: (unavailable)
• 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 )  
• 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.
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• Evgeniy Gabrilovich. Controlling the Destruction Order of Singleton Objects. C/C++ Users Journal, 17(10):57–61, October 1999.
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Workshops / posters / short papers etc.

• Sarah Tyler, Sandeep Pandey, Evgeniy Gabrilovich, and Vanja Josifovski. Retrieval Models for Audience Selection in Display Advertising. In CIKM, October 2011.
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• Andrei Broder, Evgeniy Gabrilovich, Vanja Josifovski, George Mavromatis, Donald Metzler, and Jane Wang. Exploiting Site-Level Information to Improve Web Search. In CIKM, October 2010.
  BibTeX     Download: [pdf] (445.1kB )  
• 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.
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• 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.
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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.
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• 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.
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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
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• 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
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• 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.
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Miscellania

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