Sotabase

Career

· Co-Founder And CTO, Scaled Cognition2023–
· Technical Fellow, Microsoft2018–2022
· Co-Founder, Chief Scientist, And VP Research, Semantic Machines2014–2018
· Co-Founder And Chief Scientist, Adap.tv2006–2013
· Professor, University of California, Berkeley2004–
· Doctor of Philosophy (Ph.D.), Artificial Intelligence: Natural Language and Machine Learning, Stanford University1999–2004
· Master’s Degree, Linguistics, University of Oxford1998–1999
· Bachelor’s Degree, Computer Science, Linguistics, and Mathematics (summa cum laude), Cornell University1994–1998

Publications (265)

Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network
North American Chapter of the Association for Computational Linguistics · 2003
3,624
cited
Accurate Unlexicalized Parsing
Annual Meeting of the Association for Computational Linguistics · 2003
3,462
cited
Calibrate Before Use: Improving Few-Shot Performance of Language Models
International Conference on Machine Learning · 2021
1,708
cited
Neural Module Networks
Computer Vision and Pattern Recognition · 2015
1,143
cited
Learning Accurate, Compact, and Interpretable Tree Annotation
Annual Meeting of the Association for Computational Linguistics · 2006
991
cited
Fast Exact Inference with a Factored Model for Natural Language Parsing
Neural Information Processing Systems · 2002
920
cited
Improved Inference for Unlexicalized Parsing
North American Chapter of the Association for Computational Linguistics · 2007
722
cited
From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering
International Conference on Machine Learning · 2002
625
cited
Learning Dependency-Based Compositional Semantics
International Conference on Computational Logic · 2011
613
cited
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency
Annual Meeting of the Association for Computational Linguistics · 2004
583
cited
Learning to Compose Neural Networks for Question Answering
North American Chapter of the Association for Computational Linguistics · 2016
578
cited
Constituency Parsing with a Self-Attentive Encoder
Annual Meeting of the Association for Computational Linguistics · 2018
572
cited
Speaker-Follower Models for Vision-and-Language Navigation
Neural Information Processing Systems · 2018
567
cited
Discovering Latent Knowledge in Language Models Without Supervision
International Conference on Learning Representations · 2022
556
cited
Alignment by Agreement
North American Chapter of the Association for Computational Linguistics · 2006
511
cited
Modular Multitask Reinforcement Learning with Policy Sketches
International Conference on Machine Learning · 2016
488
cited
FUDGE: Controlled Text Generation With Future Discriminators
North American Chapter of the Association for Computational Linguistics · 2021
393
cited
Abstract Syntax Networks for Code Generation and Semantic Parsing
Annual Meeting of the Association for Computational Linguistics · 2017
377
cited
Learning Bilingual Lexicons from Monolingual Corpora
Annual Meeting of the Association for Computational Linguistics · 2008
357
cited
Learning Semantic Correspondences with Less Supervision
Annual Meeting of the Association for Computational Linguistics · 2009
357
cited
Sotabase
Dan Klein | Researcher Profile | Sotabase | Sotabase