Luke Zettlemoyer

My current research is in the intersections of natural language processing, machine learning, and decision making under uncertainty. I am particularly interested in algorithms for recovering and making use of representations of the meaning of natural language text.

I am an Assistant Professor in the Department of Computer Science & Engineering at the University of Washington. Previously, I did postdoctoral research at the University of Edinburgh and was a Ph.D. student at MIT.

Recent Teaching

Postdoc

Students

Last changed Fri, 2013-01-25 13:14

Recent Publications

A Joint Model of Language and Perception for Grounded Attribute Learning

C. Matuszek, N. FitzGerald, L. Zettlemoyer, L. Bo, D. FoxProceedings of the International Conference on Machine Learning (ICML), 2012.
Downloads: PDF 

A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings

T. Kwiatkowski, S. Goldwater, L. Zettlemoyer,  SteedmanProceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2012.

Lexical Generalization in CCG Grammar Induction for Semantic Parsing

T. Kwiatkowski, L. Zettlemoyer, S. Goldwater, M. SteedmanProceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011.

Bootstrapping Semantic Parsers from Conversations

Y. Artzi, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP), 2011.

Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations

R. Hoffmann, C. Zhang, X. Ling, L. Zettlemoyer, D. WeldProceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2011.
Downloads: Source Code