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Education:
Ph.D., Computer Science and Engineering, University of Washington (Seattle, WA), 2007.
MS, Computer Science and Engineering, University of Washington (Seattle, WA), 2003.
B.A., Applied Mathematics, Harvard University (Cambridge, MA), 2001. |
Research/Professional Interests :
Natural Language Processing, Information Extraction from the Web, Text and Data Mining, Probabilistic Models, Artificial Intelligence, and Machine Learning.
Selected Publications:
- Alexander Yates and Oren Etzioni. "Unsupervised Resolution of Objects and Relations on the Web." Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL), 2007.
- Alexander Yates, Stefan Schoenmakers, and Oren Etzioni. "Detecting Parser Errors Using Web-based Semantic Filters." Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2006.
- Oren Etzioni, Michael Cafarella, Doug Downey, Ana-Maria Popescu, Tal Shaked, Stephen Soderland, Daniel Weld, and Alexander Yates. "Unsupervised Named-Entity Extraction from the Web: An Experimental Study." Artificial Intelligence, 165(1):91-134, 2005.
- Oren Etzioni, Craig Knoblock, Rattapoom Tuchinda, Alexander Yates. "To Buy or Not To Buy: Mining Airfare Data to Minimize Ticket Purchase Price." Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2003.
- Alexander Yates, Oren Etzioni, and Daniel Weld. "A Reliable Natural Language Interface to Household Appliances." Proceedings of the International Conference on Intelligent User Interfaces (IUI), 2003.
Teaching Topics/Interests:
Artificial Intelligence, Data Mining, Machine Learning, Algorithms and Data Structures, Program Design, Databases, Complexity Theory. |
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