Me

I am research scientist at Google. My research focuses on natural language understanding and machine learning. Prior to this, I completed my PhD at the University of Washington while working with Luke Zettlemoyer.

Publications

End-to-end Neural Coreference Resolution
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017
[code] [demo] [bib] [slides]

Recurrent Additive Networks
Kenton Lee, Omer Levy, Luke Zettlemoyer
[code]

Deep Semantic Role Labeling: What Works and What's Next
Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer
In Proceedings of the Association for Computational Linguistic (ACL), 2017
[code] [bib]

Learning Recurrent Span Representations for Extractive Question Answering
Kenton Lee, Shimi Salant, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das, Jonathan Berant
[code]

Global Neural CCG Parsing with Optimality Guarantees
Kenton Lee, Mike Lewis, Luke Zettlemoyer
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016 Best Paper Award
[code] [bib] [slides]

LSTM CCG Parsing
Mike Lewis, Kenton Lee, Luke Zettlemoyer
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016
[code] [bib]

Broad-coverage CCG Semantic Parsing with AMR
Yoav Artzi, Kenton Lee, Luke Zettlemoyer
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015 Best Paper Award
[code] [bib] [supplementary material] [slides]

Event Detection and Factuality Assessment with Non-Expert Supervision
Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer
In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015
[bib] [data] [poster] [slides]

Programming by Demonstration with Situated Semantic Parsing (Extended abstract)
Yoav Artzi, Maxwell Forbes, Kenton Lee, Maya Cakmak
In Artificial Intelligence and Human-Robot Interaction AAAI Fall Symposium, 2014

Context-dependent Semantic Parsing for Time Expressions
Kenton Lee, Yoav Artzi, Jesse Dodge, Luke Zettlemoyer
In Proceedings of the Association for Computational Linguistic (ACL), 2014
[demo] [code] [tool] [slides] [bib]

Sorry Dave, I’m Afraid I Can’t Do That: Explaining Unachievable Robot Tasks Using Natural Language
Vasumathi Raman, Constantine Lignos, Cameron Finucane, Kenton Lee, Mitch Marcus, Hadas Kress-Gazit
In Robotics: Science and Systems (RSS), 2013

Legibility and Predictability of Robot Motion
Anca D. Dragan, Kenton Lee, Siddhartha S. Srinivasa
In ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2013

Legible User Input for Intent Prediction (Late-breaking report)
Kenton Lee, Anca D. Dragan, Siddhartha S. Srinivasa
In ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2013

Teleoperation with Intelligent and Customizable Interfaces
Anca D. Dragan, Kenton Lee, Siddhartha S. Srinivasa
In Journal of Human-Robot Interaction (JHRI), 2013

SP4: Scalable Programmable Packet Processing Platform (Demonstration)
Harjot Gill, Dong Lin, Lohi Sarna, Robert Mead, Kenton Lee, Boon Thau Loo
In ACM SIGCOMM Conference on Data Communication, 2012