Publications
2025
Speech Retrieval-Augmented Generation without Automatic Speech Recognition
Do June Min, Karel Mundnich, Andy Lapastora, Erfan Soltanmohammadi, Srikanth Ronanki, Kyu Han
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2024
Evaluating Language Models for Assessing Counselor Reflections
Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea
ACM Transactions on Computing for Healthcare (Special Issue on Large Language Models, Conversational Systems, and Generative AI in Health)
Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation
Do June Min, Veronica Perez-Rosas, Ken Resnicow, Rada Mihalcea
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Ece Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan C. Nwatu, Veronica Perez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)
ACL Anthology Link
2023
VERVE: Template-based Reflective Rewriting for Motivational Interviewing
Do June Min, Veronica Perez-Rosas, Ken Resnicow, Rada Mihalcea
Findings of the Association for Computational Linguistics: EMNLP
Navigating Data Scarcity: Pretraining for Medical Utterance Classification
Do June Min, Veronica Perez-Rosas, Rada Mihalcea
Proceedings of the 5th Clinical Natural Language Processing Workshop
Adaptive Endpointing with Deep Contextual Multi-Armed Bandits
Do June Min, Andreas Stolcke, Anirudh Raju, Colin Vaz, Di He, Venkatesh Ravichandran, Viet Anh Trinh
ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing
Workflow-Guided Response Generation for Task-Oriented Dialogue
Do June Min, Paloma Sodhi, Ramya Ramakrishnan
arXiv
ArXiv Link
2022
PAIR: Prompt-Aware Margin Ranking for Counselor Reflection Scoring in Motivational Interviewing
Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
2021
Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding
Do June Min, Verónica Pérez-Rosas, Rada Mihalcea
Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
2020
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication
Do June Min, Veronica Perez-Rosas, Shihchen Kuo, William H. Herman, Rada Mihalcea
Proceedings of the 5th Machine Learning for Healthcare Conference