Recent Publications

Publications The latest 10 papers published or under review

Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

Huije Lee, Jisu Shin, Hoyun Song, Changgeon Ko, and Jong C. Park
The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), July 2 - 7, 2026.

Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives

Changgeon Ko, Jisu Shin, Hoyun Song, Huije Lee, Eui Jun Hwang, and Jong C. Park
The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), July 2 - 7, 2026.

A Multi-Task Benchmark for Abusive Language Detection in Low-Resource Settings

Fitsum Gaim, Hoyun Song, Huije Lee, Changgeon Ko, Eui Jun Hwang, and Jong C. Park
The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS, Datasets and Benchmarks Track), Dec 2-7, 2025

Language over Content: Tracing Cultural Understanding in Multilingual Large Language Models

Seungho Cho, Changgeon Ko, Eui Jun Hwang, Junmyeong Lee, Huije Lee, and Jong C. Park
The workshop on Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics at CIKM 2025 (HCAI@CIKM 2025), Nov 14, 2025

Database-Augmented Query Representation for Information Retrieval

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, and Jong C. Park
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 4-9, 2025.

Temporal Information Retrieval via Time-Specifier Model Merging

SeungYoon Han, Taeho Hwang, Sukmin Cho, Soyeong Jeong, Hoyun Song, Huije Lee, and Jong C. Park
The workshop on Knowledgeable Foundation Model at ACL 2025 (KnowFM@ACL2025), Aug 1, 2025.

Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation

Hoyun Song, Huije Lee, Jisu Shin, Sukmin Cho, Changgeon Ko, and Jong C. Park
Findings of The 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025, July 27-Aug 1, 2025

EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation

Taeho Hwang, Sukmin Cho, Soyeong Jeong, Hoyun Song, SeungYoon Han, and Jong C. Park
Findings of The 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025, July 27-Aug 1, 2025

An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs

Eui Jun Hwang, Sukmin Cho, Junmyeong Lee, and Jong C. Park
Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Apr 29-May 4, 2025

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Sukmin Cho, SJ Choi, Taeho Hwang, Jeongyeon Seo, Soyeong Jeong, Huije Lee, Hoyun Song, Jong C. Park, and YJ Kwon
Findings of the Association for Computational Linguistics: NAACL 2025, Apr 29-May 4, 2025