Decoupling Strategy and Generation in Negotiation Dialogues. - He He 001; Derek Chen; Anusha Balakrishnan; Percy Liang (EMNLP, 2018)

Social IQa: Commonsense Reasoning about Social Interactions. - Maarten Sap; Hannah Rashkin; Derek Chen; Ronan Le Bras 001; Yejin Choi 001 (EMNLP/IJCNLP (1), 2019)

Representing document-level semantics of biomedical literature using pre-trained embedding models: Novel assessments. - Jon Stevens; Brandon Punturo; Derek Chen; Mike Kim; Jacob Zimmer (KONVENS, 2019)

Function-as-a-Service Application Service Composition: Implications for a Natural Language Processing Application. - Mohammadbagher Fotouhi; Derek Chen; Wes J. Lloyd (WOSC@Middleware, 2019)

SocialIQA: Commonsense Reasoning about Social Interactions. - Maarten Sap; Hannah Rashkin; Derek Chen; Ronan Le Bras 001; Yejin Choi 001 (CoRR, 2019)

GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation. - Derek Chen; Zhou Yu (EMNLP (1), 2021)

Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems. - Derek Chen; Howard Chen 003; Yi Yang 001; Alexander Lin; Zhou Yu 001 (NAACL-HLT, 2021)

Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems. - Derek Chen; Howard Chen 003; Yi Yang 001; Alex Lin; Zhou Yu 001 (CoRR, 2021)

Learning with Noisy Labels by Targeted Relabeling. - Derek Chen; Zhou Yu; Samuel R. Bowman (CoRR, 2021)

DG2: Data Augmentation Through Document Grounded Dialogue Generation. - Qingyang Wu; Song Feng 002; Derek Chen; Sachindra Joshi; Luis A. Lastras; Zhou Yu (SIGDIAL, 2022)

Data Augmentation for Intent Classification. - Derek Chen; Claire Yin (CoRR, 2022)

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking. - Derek Chen; Kun Qian 016; Zhou Yu 005 (EACL (Findings), 2023)

Mixture of Soft Prompts for Controllable Data Generation. - Derek Chen; Celine Lee; Yunan Lu 001; Domenic Rosati; Zhou Yu (EMNLP (Findings), 2023)

Symbolic Planning and Code Generation for Grounded Dialogue. - Justin T. Chiu; Wenting Zhao; Derek Chen; Saujas Vaduguru; Alexander M. Rush; Daniel Fried (EMNLP, 2023)

Sources of Noise in Dialogue and How to Deal with Them. - Derek Chen; Zhou Yu (SIGDIAL, 2023)

Using Textual Interface to Align External Knowledge for End-to-End Task-Oriented Dialogue Systems. - Qingyang Wu; Deema Alnuhait; Derek Chen; Zhou Yu (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

CRANE: A Redundant, Multi-Degree-of-Freedom Computed Tomography Robot for Heightened Needle Dexterity within a Medical Imaging Bore. - Dimitrious Schreiber; Zhaowei Yu; Taylor Henderson; Derek Chen; Alexander Norbasha; Michael C. Yip (CoRR, 2024)