Sotabase

Career

· Reynolds Professor in Humanities, Professor of Linguistics & of Computer Science, Stanford University2018–
· Professor and Chair of Linguistics and Professor of Computer Science, Stanford University2014–2020
· Professor of Linguistics and (by courtesy) of Computer Science, Stanford University2010–
· Associate Professor of Linguistics and (by courtesy) of Computer Science, Stanford University2004–2010
· Associate Professor of Linguistics, Computer Science, and Cognitive Science, University of Colorado Boulder2001–2003
· Assistant Professor of Linguistics, Computer Science, and Cognitive Science, University of Colorado Boulder1996–2001
· Postdoctoral Researcher, International Computer Science Institute, Berkeley1992–1995
· PhD in Computer Science, University of California, Berkeley1992–
· B.A. in Linguistics, University of California, Berkeley1983–

Publications (718)

On the Opportunities and Risks of Foundation Models
arXiv.org · 2021
5,795
cited
Distant supervision for relation extraction without labeled data
Annual Meeting of the Association for Computational Linguistics · 2009
3,164
cited
Book Reviews: Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
International Conference on Computational Logic · 2000
3,148
cited
Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition
Prentice Hall series in artificial intelligence · 2000
2,659
cited
Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language Tasks
Conference on Empirical Methods in Natural Language Processing · 2008
2,459
cited
Automatic Labeling of Semantic Roles
Annual Meeting of the Association for Computational Linguistics · 2000
1,479
cited
Deep Reinforcement Learning for Dialogue Generation
Conference on Empirical Methods in Natural Language Processing · 2016
1,387
cited
Dialogue act modeling for automatic tagging and recognition of conversational speech
International Conference on Computational Logic · 2000
1,185
cited
Word embeddings quantify 100 years of gender and ethnic stereotypes
Proceedings of the National Academy of Sciences of the United States of America · 2017
1,039
cited
Generalization through Memorization: Nearest Neighbor Language Models
International Conference on Learning Representations · 2019
985
cited
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
Annual Meeting of the Association for Computational Linguistics · 2016
970
cited
Adversarial Learning for Neural Dialogue Generation
Conference on Empirical Methods in Natural Language Processing · 2017
912
cited
KTO: Model Alignment as Prospect Theoretic Optimization
International Conference on Machine Learning · 2024
856
cited
Learning Syntactic Patterns for Automatic Hypernym Discovery
Neural Information Processing Systems · 2004
835
cited
The Diversity–Innovation Paradox in Science
Proceedings of the National Academy of Sciences of the United States of America · 2019
760
cited
Visualizing and Understanding Neural Models in NLP
North American Chapter of the Association for Computational Linguistics · 2015
736
cited
Predictability Effects on Durations of Content and Function Words in Conversational English
2009
687
cited
Racial disparities in automated speech recognition
Proceedings of the National Academy of Sciences of the United States of America · 2020
683
cited
Unsupervised Learning of Narrative Event Chains
Annual Meeting of the Association for Computational Linguistics · 2008
672
cited
A Hierarchical Neural Autoencoder for Paragraphs and Documents
Annual Meeting of the Association for Computational Linguistics · 2015
612
cited
Sotabase