Me

I am a 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

Higher-order Coreference Resolution with Coarse-to-fine Inference
Kenton Lee, Luheng He, Luke Zettlemoyer
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018
[bib] [slides]

Deep contextualized word representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 Best Paper Award
[bib]

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