Danqi Chen

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Yinhan LiuBirch AIVerified email at birch.ai
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Christopher D ManningProfessor of Computer Science and Linguistics, Stanford UniversityVerified email at stanford.edu
Veselin StoyanovTome AIVerified email at fb.com
Omer LevyTel Aviv University; Meta AIVerified email at cs.tau.ac.il
Tianyu GaoPrinceton UniversityVerified email at princeton.edu
Mike LewisFacebook AI ResearchVerified email at fb.com
Mandar JoshiGoogle AIVerified email at google.com
Zexuan ZhongPrinceton UniversityVerified email at princeton.edu
Adam FischPh.D. student, Massachusetts Institute of TechnologyVerified email at mit.edu
Sewon MinUniversity of WashingtonVerified email at cs.washington.edu
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Barlas OğuzMeta AIVerified email at meta.com
Mengzhou XiaPrinceton UniversityVerified email at princeton.edu
Richard Socheryou.comVerified email at stanford.edu
Andrew NgStanford UniversityVerified email at cs.stanford.edu
Scott Wen-tau YihFAIR at MetaVerified email at meta.com
Kristina ToutanovaGoogle DeepMindVerified email at google.com
Dan FriedmanPrinceton UniversityVerified email at princeton.edu
Alexander WettigPrinceton UniversityVerified email at cs.princeton.edu

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	20308*	2019
A Fast and Accurate Dependency Parser using Neural Networks D Chen, CD Manning EMNLP 2014, 740-750, 2014	2384	2014
Reasoning With Neural Tensor Networks for Knowledge Base Completion R Socher, D Chen, CD Manning, A Ng NIPS, 926-934, 2013	2312	2013
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	1972	2020
Reading Wikipedia to Answer Open-Domain Questions D Chen, A Fisch, J Weston, A Bordes ACL 2017, 2017	1907	2017
SimCSE: Simple Contrastive Learning of Sentence Embeddings T Gao, X Yao, D Chen EMNLP 2021, 2021	1886	2021
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	1810	2020
Making Pre-trained Language Models Better Few-shot Learners T Gao, A Fisch, D Chen ACL 2021, 2021	1159	2021
CoQA: A Conversational Question Answering Challenge S Reddy, D Chen, CD Manning Transactions of the Association for Computational Linguistics 7, 249-266, 2019	1004	2019
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	919	2015
Position-aware Attention and Supervised Data Improve Slot Filling Y Zhang, V Zhong, D Chen, G Angeli, CD Manning EMNLP 2017, 2017	791	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	738	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	654	2016
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	454	2022
A Frustratingly Easy Approach for Entity and Relation Extraction Z Zhong, D Chen NAACL 2021, 2021	358*	2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Z Zhong, D Friedman, D Chen NAACL 2021, 2021	245	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	243	2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering S Min, D Chen, H Hajishirzi, L Zettlemoyer EMNLP 2019, 2019	151	2019
Neural Reading Comprehension and Beyond D Chen Stanford University, 2018	127	2018
Structured Pruning Learns Compact and Accurate Models M Xia, Z Zhong, D Chen ACL 2022, 2022	97	2022

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