2021 ~ 2025

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.

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.

D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models. Byun G. and Choi, J. D. Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL): Findings, 2025.

Advancing Korean Medical Large Language Models: Automated Pipeline for Korean Medical Preference Dataset Construction. Seo, J.; Park, S.; Byun, G.; Choi, J.; Choi, J. D.; and Shin, H. Healthcare Informatics Research, 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.

SLM as Guardian: Pioneering AI Safety with Small Language Model. Kwon, O.; Jeon, D.; Choi, N.; Cho, G.; Jo, H.; Kim, C.; Lee, H.; Kang, I.; Kim, S.; Park, T. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP): Industry Track, 2024.

RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine. Choi, N.; Lee, Y.; Cho, G.; Jeong, H.; Kong, J.; Kim, S.; Park, K.; Choi, J.; Cho, S.; Jeong, I.; Nam, G.; Han, S.; Yang, W. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP): Industry Track, 2024.