Kevin Gimpel

Computer Science · Physical Sciences

42h-index19.1kcitations194works3.02yr avg
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Research Topics

Topic Modeling(153), Natural Language Processing Techniques(153), Speech Recognition and Synthesis(31), Text Readability and Simplification(30), Multimodal Machine Learning Applications(27)

Publications193 total

Discriminative Feature-Rich Modeling for Syntax-Based Machine Translation
2025· 4 citedOpen Access
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing
arXiv (Cornell University)·2024Open Access
GEE! Grammar Error Explanation with Large Language Models
2024· 11 citedOpen Access
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing
2024Open Access
MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy
2024Open Access
Audio-Visual Neural Syntax Acquisition
2023· 2 cited
GEE! Grammar Error Explanation with Large Language Models
arXiv (Cornell University)·2023· 2 citedOpen Access
MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy
arXiv (Cornell University)·2023Open Access
Audio-Visual Neural Syntax Acquisition
arXiv (Cornell University)·2023Open Access
The Benefits of Label-Description Training for Zero-Shot Text Classification
arXiv (Cornell University)·2023· 1 citedOpen Access
The Benefits of Label-Description Training for Zero-Shot Text Classification
2023· 5 citedOpen Access
Chess as a Testbed for Language Model State Tracking
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 14 citedOpen Access
Deep Clustering of Text Representations for Supervision-Free Probing of Syntax
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 5 citedOpen Access
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation
arXiv (Cornell University)·2022Open Access
“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation
2022· 8 citedOpen Access
Paraphrastic Representations at Scale
2022· 9 citedOpen Access
SummScreen: A Dataset for Abstractive Screenplay Summarization
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 43 citedOpen Access
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 7 citedOpen Access
SummScreen: A Dataset for Abstractive Screenplay Summarization
Open MIND·2022
Baked-in State Probing
2022· 1 citedOpen Access
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Frequent Co-authors

Noah A. Smith(11), Mohit Bansal(11), Karen Livescu(11), John Wieting(9), Mingda Chen(7), Dan Hendrycks(7), Dipanjan Das(5), Nathan Schneider(4), Brendan O’Connor(4), Lifu Tu(4), Sam Wiseman(4), Jacob Eisenstein(3), Michael Heilman(3), Dani Yogatama(3), Chris Dyer(3), David McAllester(3), Qingming Tang(3), Zhenzhong Lan(2), Sebastian Goodman(2), Piyush Sharma(2)