| 2023 | EACL | Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking. | Derek Chen, Kun Qian, Zhou Yu |
| 2023 | EMNLP | Mixture of Soft Prompts for Controllable Data Generation. | Derek Chen, Celine Lee, Yunan Lu, Domenic Rosati, Zhou Yu |
| 2023 | EMNLP | Symbolic Planning and Code Generation for Grounded Dialogue. | Justin T. Chiu, Wenting Zhao, Derek Chen, Saujas Vaduguru, Alexander M. Rush, Daniel Fried |
| 2023 | SIGdial | Sources of Noise in Dialogue and How to Deal with Them. | Derek Chen, Zhou Yu |
| 2022 | SIGdial | DG2: Data Augmentation Through Document Grounded Dialogue Generation. | Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis A. Lastras, Zhou Yu |
| 2021 | EMNLP | GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation. | Derek Chen, Zhou Yu |
| 2021 | NAACL | Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems. | Derek Chen, Howard Chen, Yi Yang, Alexander Lin, Zhou Yu |
| 2019 | EMNLP | Social IQa: Commonsense Reasoning about Social Interactions. | Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, Yejin Choi |
| 2019 | Middleware | Function-as-a-Service Application Service Composition: Implications for a Natural Language Processing Application. | Mohammadbagher Fotouhi, Derek Chen, Wes J. Lloyd |
| 2018 | EMNLP | Decoupling Strategy and Generation in Negotiation Dialogues. | He He, Derek Chen, Anusha Balakrishnan, Percy Liang |