Danqi Chen

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Tianyu GaoPrinceton UniversityVerified email at princeton.edu
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
Mengzhou XiaPrinceton UniversityVerified email at princeton.edu
Zexuan ZhongPrinceton UniversityVerified email at princeton.edu
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Sewon MinUniversity of WashingtonVerified email at cs.washington.edu
Omer LevyGoogle DeepMindVerified email at google.com
Barlas OğuzMeta AIVerified email at meta.com
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Alexander WettigPrinceton UniversityVerified email at cs.princeton.edu
Dan FriedmanPrinceton UniversityVerified email at princeton.edu
Scott Wen-tau YihMeta FAIRVerified email at meta.com
Mandar JoshiGoogle AIVerified email at google.com
Patrick LewisUCL, Research Scientist CohereVerified email at ucl.ac.uk
Sadhika MalladiPrinceton UniversityVerified email at princeton.edu
Yangsibo HuangGoogleVerified email at google.com
Sanjeev AroraProfessor of Computer Science, Princeton UniversityVerified email at princeton.edu
Richard Socheryou.comVerified email at stanford.edu
Andrew NgStanford UniversityVerified email at cs.stanford.edu
Veselin StoyanovTome AIVerified email at tome.page

Danqi Chen

Princeton University

Verified email at cs.princeton.edu - Homepage

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
RoBERTa: A Robustly Optimized BERT Pretraining Approach Y Liu, M Ott, N Goyal, J Du, M Joshi, D Chen, O Levy, M Lewis, ... arXiv preprint arXiv:1907.11692, 2019	31793*	2019
Dense Passage Retrieval for Open-Domain Question Answering V Karpukhin, B Oğuz, S Min, L Wu, S Edunov, D Chen, W Yih EMNLP 2020, 2020	3630	2020
SimCSE: Simple Contrastive Learning of Sentence Embeddings T Gao, X Yao, D Chen EMNLP 2021, 2021	3510	2021
A Fast and Accurate Dependency Parser using Neural Networks D Chen, CD Manning EMNLP 2014, 740-750, 2014	2568	2014
Reasoning With Neural Tensor Networks for Knowledge Base Completion R Socher, D Chen, CD Manning, A Ng NIPS, 926-934, 2013	2559	2013
SpanBERT: Improving Pre-training by Representing and Predicting Spans M Joshi, D Chen, Y Liu, DS Weld, L Zettlemoyer, O Levy Transactions of the Association for Computational Linguistics 8, 64-77, 2020	2353	2020
Reading Wikipedia to Answer Open-Domain Questions D Chen, A Fisch, J Weston, A Bordes ACL 2017, 2017	2327	2017
Making Pre-trained Language Models Better Few-shot Learners T Gao, A Fisch, D Chen ACL 2021, 2021	1989	2021
CoQA: A Conversational Question Answering Challenge S Reddy, D Chen, CD Manning Transactions of the Association for Computational Linguistics 7, 249-266, 2019	1323	2019
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... TMLR 2023, 2022	1304	2022
Observed Versus Latent Features for Knowledge Base and Text Inference K Toutanova, D Chen Proceedings of the 3rd Workshop on Continuous Vector Space Models and their …, 2015	1253	2015
Position-aware Attention and Supervised Data Improve Slot Filling Y Zhang, V Zhong, D Chen, G Angeli, CD Manning EMNLP 2017, 2017	1071	2017
Representing Text for Joint Embedding of Text and Knowledge Bases K Toutanova, D Chen, P Pantel, H Poon, P Choudhury, M Gamon EMNLP 2015, 1499-1509, 2015	918	2015
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task D Chen, J Bolton, CD Manning ACL 2016 (arXiv preprint arXiv:1606.02858), 2016	698	2016
A Frustratingly Easy Approach for Entity and Relation Extraction Z Zhong, D Chen NAACL 2021, 2021	597	2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Z Zhong, D Friedman, D Chen NAACL 2021, 2021	413	2021
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension A Fisch, A Talmor, R Jia, M Seo, E Choi, D Chen arXiv preprint arXiv:1910.09753, 2019	307	2019
Enabling Large Language Models to Generate Text with Citations T Gao, H Yen, J Yu, D Chen EMNLP 2023, 2023	244	2023
Structured Pruning Learns Compact and Accurate Models M Xia, Z Zhong, D Chen ACL 2022, 2022	236	2022
Catastrophic Jailbreak of Open-Source LLMs via Exploiting Generation Y Huang, S Gupta, M Xia, K Li, D Chen ICLR 2024, 2024	224	2024

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