Sotabase

Career

· Associate Professor of Computer Science and Data Science, New York University2025–
· Associate Professor, University of Texas at Austin2017–2025
· PhD in Computer Science, University of California, Berkeley2010–2016
· B.S. in Computer Science and Mathematics, Massachusetts Institute of Technology (MIT)2006–2010
· BS in Computer Science and Mathematics, MIT2006–2010

Publications (283)

News Summarization and Evaluation in the Era of GPT-3
arXiv.org · 2022
463
cited
Evaluating large language models on medical evidence summarization
medRxiv · 2023
386
cited
Calibration of Pre-trained Transformers
Conference on Empirical Methods in Natural Language Processing · 2020
367
cited
Byte Pair Encoding is Suboptimal for Language Model Pretraining
Findings · 2020
273
cited
A Joint Model for Entity Analysis: Coreference, Typing, and Linking
Transactions of the Association for Computational Linguistics · 2014
269
cited
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
International Conference on Learning Representations · 2024
247
cited
Easy Victories and Uphill Battles in Coreference Resolution
Conference on Empirical Methods in Natural Language Processing · 2013
240
cited
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Neural Information Processing Systems · 2022
230
cited
A Long Way to Go: Investigating Length Correlations in RLHF
arXiv.org · 2023
215
cited
Spherical Latent Spaces for Stable Variational Autoencoders
Conference on Empirical Methods in Natural Language Processing · 2018
210
cited
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
Conference on Empirical Methods in Natural Language Processing · 2024
181
cited
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
North American Chapter of the Association for Computational Linguistics · 2016
175
cited
Annotating and Modeling Fine-grained Factuality in Summarization
North American Chapter of the Association for Computational Linguistics · 2021
173
cited
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
Annual Meeting of the Association for Computational Linguistics · 2016
170
cited
Evaluating Factuality in Generation with Dependency-level Entailment
Findings · 2020
165
cited
Supervised Learning of Complete Morphological Paradigms
North American Chapter of the Association for Computational Linguistics · 2013
150
cited
Neural Extractive Text Summarization with Syntactic Compression
Conference on Empirical Methods in Natural Language Processing · 2019
144
cited
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning
arXiv.org · 2023
139
cited
Neural CRF Parsing
Annual Meeting of the Association for Computational Linguistics · 2015
129
cited
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
Annual Meeting of the Association for Computational Linguistics · 2022
126
cited
Sotabase
Greg Durrett | Researcher Profile | Sotabase | Sotabase