Sotabase

Career

· Associate Professor, Princeton University2025–
· Visiting Researcher, Facebook AI Research (FAIR)2019–2019
· Assistant Professor, Princeton University2019–2025
· Visiting Researcher, University of Washington2019–2019
· Research Intern, Facebook AI Research (FAIR)2016–2016
· Research Intern, Microsoft Research2014–2014
· PhD in Computer Science, Stanford University2012–2018
· PhD Student, Stanford University2012–2018
· Research Intern, Microsoft Research Asia2011–2012
· Exchange Student, Hong Kong University of Science and Technology2010–
· B.Eng in Computer Science, Tsinghua University2008–2012

Publications (185)

RoBERTa: A Robustly Optimized BERT Pretraining Approach
arXiv.org · 2019
28,249
cited
Dense Passage Retrieval for Open-Domain Question Answering
Conference on Empirical Methods in Natural Language Processing · 2020
4,964
cited
SimCSE: Simple Contrastive Learning of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing · 2021
4,103
cited
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Making Pre-trained Language Models Better Few-shot Learners
Annual Meeting of the Association for Computational Linguistics · 2021
2,194
cited
Reading Wikipedia to Answer Open-Domain Questions
Annual Meeting of the Association for Computational Linguistics · 2017
2,158
cited
SpanBERT: Improving Pre-training by Representing and Predicting Spans
Transactions of the Association for Computational Linguistics · 2019
2,108
cited
Reasoning With Neural Tensor Networks for Knowledge Base Completion
Neural Information Processing Systems · 2013
2,059
cited
A Fast and Accurate Dependency Parser using Neural Networks
Conference on Empirical Methods in Natural Language Processing · 2014
1,900
cited
CoQA: A Conversational Question Answering Challenge
Transactions of the Association for Computational Linguistics · 2018
1,330
cited
Observed versus latent features for knowledge base and text inference
Workshop on Continuous Vector Space Models and their Compositionality · 2015
1,101
cited
Position-aware Attention and Supervised Data Improve Slot Filling
Conference on Empirical Methods in Natural Language Processing · 2017
951
cited
SimPO: Simple Preference Optimization with a Reference-Free Reward
Neural Information Processing Systems · 2024
821
cited
Representing Text for Joint Embedding of Text and Knowledge Bases
Conference on Empirical Methods in Natural Language Processing · 2015
793
cited
De-anonymizing social networks
2012
696
cited
Dependency Parsing
Encyclopedia of Artificial Intelligence · 2009
611
cited
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task
Annual Meeting of the Association for Computational Linguistics · 2016
581
cited
Enabling Large Language Models to Generate Text with Citations
Conference on Empirical Methods in Natural Language Processing · 2023
517
cited
A Frustratingly Easy Approach for Entity and Relation Extraction
North American Chapter of the Association for Computational Linguistics · 2021
480
cited
Factual Probing Is [MASK]: Learning vs. Learning to Recall
North American Chapter of the Association for Computational Linguistics · 2021
442
cited
Sotabase