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Derek Chen
Derek Chen
Research Scientist, Columbia University
Verified email at columbia.edu - Homepage
Title
Cited by
Cited by
Year
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, ...
arXiv preprint arXiv:2206.04615, 2022
6932022
Gpt-4 technical report
J Achiam, S Adler, S Agarwal, L Ahmad, I Akkaya, FL Aleman, D Almeida, ...
arXiv preprint arXiv:2303.08774, 2023
5102023
Socialiqa: Commonsense reasoning about social interactions
M Sap, H Rashkin, D Chen, R LeBras, Y Choi
arXiv preprint arXiv:1904.09728, 2019
5102019
Decoupling strategy and generation in negotiation dialogues
H He, D Chen, A Balakrishnan, P Liang
arXiv preprint arXiv:1808.09637, 2018
1392018
Action-based conversations dataset: A corpus for building more in-depth task-oriented dialogue systems
D Chen, H Chen, Y Yang, A Lin, Z Yu
arXiv preprint arXiv:2104.00783, 2021
522021
GOLD: Improving out-of-scope detection in dialogues using data augmentation
D Chen, Z Yu
arXiv preprint arXiv:2109.03079, 2021
262021
Clean or annotate: How to spend a limited data collection budget
D Chen, Z Yu, SR Bowman
arXiv preprint arXiv:2110.08355, 2021
102021
DG2: Data augmentation through document grounded dialogue generation
Q Wu, S Feng, D Chen, S Joshi, LA Lastras, Z Yu
arXiv preprint arXiv:2112.08342, 2021
72021
Mixture of soft prompts for controllable data generation
D Chen, C Lee, Y Lu, D Rosati, Z Yu
arXiv preprint arXiv:2303.01580, 2023
52023
Zhou Yu
D Chen, C Lee, YY Lu, D Rosati
Mixture of soft prompts for controllable data generation. ArXiv, abs/2303.01580, 2023
52023
Temporal poverty prediction using satellite imagery
D Chen
Stanford University, Department of Computer Science, 2017
52017
Using textual interface to align external knowledge for end-to-end task-oriented dialogue systems
Q Wu, D Alnuhait, D Chen, Z Yu
arXiv preprint arXiv:2305.13710, 2023
42023
Stabilized in-context learning with pre-trained language models for few shot dialogue state tracking
D Chen, K Qian, Z Yu
arXiv preprint arXiv:2302.05932, 2023
42023
Learning with noisy labels by targeted relabeling
D Chen, Z Yu, SR Bowman
arXiv preprint arXiv:2110.08355, 8-14, 2021
32021
Sources of Noise in Dialogue and How to Deal with Them
D Chen, Z Yu
arXiv preprint arXiv:2212.02745, 2022
22022
Data augmentation for intent classification
D Chen, C Yin
arXiv preprint arXiv:2206.05790, 2022
22022
Representing document-level semantics of biomedical literature using pre-trained embedding models
J Stevens, D Chen, J Zimmer, B Punturo, M Kim
Proceedings of the 15th Conference on Natural Language Processing, KONVENS, 2019
22019
Trumpbot: Seq2seq with pointer sentinel model
F Zivkovic, D Chen
Technical report, Stanford University, 2018
22018
Symbolic Planning and Code Generation for Grounded Dialogue
JT Chiu, W Zhao, D Chen, S Vaduguru, AM Rush, D Fried
arXiv preprint arXiv:2310.17140, 2023
2023
Understanding Visual Art with CNNs
M Baumer, D Chen
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