Publications #Jinho_D_Choi

Advancing Conversational Text-to-SQL: Current Landscape and Future Directions with Large Language Models. Ascoli, B. G.; and Choi, J. D. Future Internet: Big Data and Augmented Intelligence, 2025.

Secure Multifaceted-RAG: Hybrid Knowledge Retrieval with Security Filtering. Choi, N.; Byun, G.; Chung, A.; Paek, E. S.; Lee, S.; and Choi, J. D. Information, 2025.

Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents. Choi, N.; Byun, G.; Chung, A.; Paek, E. S.; Lee, S.; and Choi, J. D. Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM), 2025.

Measuring Sycophancy of Language Models in Multi-turn Dialogues. Hong, J.; Byun, G.; Kim, S.; Shu, K. and Choi, J. D. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.

Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers. Kim, M. D.; Paek, E. S.; Lin, Y.; Mroz, E.; Chung, J. and Choi, J. D. EACL Workshop on Linguistic Analysis for Health (HeaLing), 2026.

DyCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs. Choi, N.; Zhang, J.; and Choi, J. D. Transactions of the Association for Computational Linguistics (TACL), 2026.

CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection. Byun, G.; Lipschutz, R.; Minton, S. T.; Powers, A.; and Choi, J. D. Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026.

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), 2026.

TRUST: An LLM-Based Dialogue System for Trauma Understanding and Structured Assessments. Tu, S.; Powers, A.; Doogan, S.; and Choi, J. D. arXiv, 2025.

ETM: Modern Insights into Perspective on Text-to-SQL Evaluation in the Age of Large Language Models. Ascoli, B. G.; Kandikonada, R.; and Choi, J. D. Future Internet: Big Data and Augmented Intelligence, 2025.

Beyond Linear Digital Reading: An LLM-Powered Concept Mapping Approach for Reducing Cognitive Load. Han, J. and Choi, J. D. Proceedings of the ACL Workshop on Innovative Use of NLP for Building Educational Applications, 2025.

Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots. Finch S. E.; Paek, E. S.; and Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2025.