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Danqi Chen
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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
30059*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
33592020
SimCSE: Simple Contrastive Learning of Sentence Embeddings
T Gao, X Yao, D Chen
EMNLP 2021, 2021
32832021
A Fast and Accurate Dependency Parser using Neural Networks
D Chen, CD Manning
EMNLP 2014, 740-750, 2014
25452014
Reasoning With Neural Tensor Networks for Knowledge Base Completion
R Socher*, D Chen*, CD Manning, A Ng
NIPS, 926-934, 2013
25312013
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
22762020
Reading Wikipedia to Answer Open-Domain Questions
D Chen, A Fisch, J Weston, A Bordes
ACL 2017, 2017
22582017
Making Pre-trained Language Models Better Few-shot Learners
T Gao, A Fisch, D Chen
ACL 2021, 2021
18662021
CoQA: A Conversational Question Answering Challenge
S Reddy*, D Chen*, CD Manning
Transactions of the Association for Computational Linguistics 7, 249-266, 2019
12732019
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
12052015
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
11692022
Position-aware Attention and Supervised Data Improve Slot Filling
Y Zhang, V Zhong, D Chen, G Angeli, CD Manning
EMNLP 2017, 2017
10282017
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
8932015
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
6942016
A Frustratingly Easy Approach for Entity and Relation Extraction
Z Zhong, D Chen
NAACL 2021, 2021
5632021
Factual Probing Is [MASK]: Learning vs. Learning to Recall
Z Zhong, D Friedman, D Chen
NAACL 2021, 2021
3962021
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
2962019
Structured Pruning Learns Compact and Accurate Models
M Xia, Z Zhong, D Chen
ACL 2022, 2022
2202022
Enabling Large Language Models to Generate Text with Citations
T Gao, H Yen, J Yu, D Chen
EMNLP 2023, 2023
2112023
Catastrophic Jailbreak of Open-Source LLMs via Exploiting Generation
Y Huang, S Gupta, M Xia, K Li, D Chen
ICLR 2024, 2024
1932024
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