Derek Chen

According to our database, Derek Chen authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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

Sources of Noise in Dialogue and How to Deal with Them.

Derek Chen, Zhou Yu

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Symbolic Planning and Code Generation for Grounded Dialogue.

Justin T. Chiu, Wenting Zhao, Derek Chen, Saujas Vaduguru, Alexander M. Rush, Daniel Fried

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Mixture of Soft Prompts for Controllable Data Generation.

Derek Chen, Celine Lee, Yunan Lu, Domenic Rosati, Zhou Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking.

Derek Chen, Kun Qian, Zhou Yu

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Data Augmentation for Intent Classification.

Derek Chen, Claire Yin

CoRR, 2022

DG2: Data Augmentation Through Document Grounded Dialogue Generation.

Qingyang Wu, Song Feng, Derek Chen, Sachindra Joshi, Luis A. Lastras, Zhou Yu

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

2021

Learning with Noisy Labels by Targeted Relabeling.

Derek Chen, Zhou Yu, Samuel R. Bowman

CoRR, 2021

Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems.

Derek Chen, Howard Chen, Yi Yang, Alex Lin, Zhou Yu

CoRR, 2021

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation.

Derek Chen, Zhou Yu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019

SocialIQA: Commonsense Reasoning about Social Interactions.

Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, Yejin Choi

CoRR, 2019

Function-as-a-Service Application Service Composition: Implications for a Natural Language Processing Application.

Mohammadbagher Fotouhi, Derek Chen, Wes J. Lloyd

Proceedings of the 5th International Workshop on Serverless Computing, 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

Proceedings of the 15th Conference on Natural Language Processing, 2019

Social IQa: Commonsense Reasoning about Social Interactions.

Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, Yejin Choi

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Decoupling Strategy and Generation in Negotiation Dialogues.

He He, Derek Chen, Anusha Balakrishnan, Percy Liang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018