Publications #Jinho_D_Choi

Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions. Finch, J. D.; Josyula, Y.; and Choi, J. D. Transactions of the Association for Computational Linguistics (TACL), 2025.

Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models. S. E. Finch and Choi, J. D. Proceedings of the International Conference on Computational Linguistics (COLING), 2025.

Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking. Finch, J. D.; and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings, 2024.

Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy. Xu, L.; Su, Z.; Yu, Mo.l Xu, J.; Choi, J. D.; Zhou, J. and Liu, F. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP): Findings, 2024.

Enhancing Task-oriented Dialogue Systems Through Synchronous Multi-party Interaction and Multi-group Virtual Simulation. Paek, E. S.; Fan, T.; Finch, J. D.; Choi, J. D. Information: Feature Papers in Artificial Intelligence 2024, 2024.

What is Your Favorite Gender, MLM? Gender Bias Evaluation in Multilingual Masked Language Models. Yu, J.; Kim, S. U.; Choi, J.; Choi, J. D. Information: Feature Papers in Artificial Intelligence 2024, 2024.

Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments. Tu, S.; Powers, A.; Merrill, N.; Fani, N.; Carter, S.; Doogan, S.; Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2024.

Transforming Slot Schema Induction with Generative Dialogue State Inference. Finch, J. D.; Zhao, B.; Choi, J. D. Proceedings of the Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2024.

Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue Evaluation. Finch, S. E. and Choi, J. D. Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (COLING-LREC), 2024.

ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI. Finch, S. E. and Choi, J. D. Transactions of the Association for Computational Linguistics (TACL), 2024.

FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning. Shin, J.; Yoon, H.; Lee, S.; Park, S.; Liu, Y.; Choi, J. D.; Lee, S. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.

Aligning Speakers: Evaluating and Visualizing Text-based Speaker Diarization Using Efficient Multiple Sequence Alignment. Gong, C.; Wu, P.; and Choi, J. D. Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023.