Publications

Under Review

Belief-Shift Reward: Sculpting the Flat Reward Landscape via Telescoping Information Gain

Keonwoo Kim *, Jaehee Kim, Dongyoon Han, Haanju Yoo †. Under review, 2026.
A Domain-Specialized Framework for Semantic Embedding and Retrieval of Semiconductor Equipment Logs

Jihoon Nam *, Jaehee Kim, Pilsung Kang †. Under review, 2026.

AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs

Jaehee Kim *, Pilsung Kang †. ICML 2026. [project page] [code]
FindCoResearcher: A Retrieval-based Collaborative Researcher Recommendation System

Siyeol Sung *, Jaehee Kim, Jaewon Cheon, Junyoung Son, Pilsung Kang †. Korean Institute of Industrial Engineers, 52(1), 55-69.

CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists

Yukyung Lee *, JoongHoon Kim, Jaehee Kim, Hyowon Cho, Jaewook Kang, Pilsung Kang †, Najoung Kim †. EMNLP 2025.
Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning

Joonwon Jang *, Jaehee Kim, Wonbin Kweon, Seonghyeon Lee, Hwanjo Yu †. ACL 2025 (Findings).

A Gradient Accumulation Method for Dense Retriever under Memory Constraint

Jaehee Kim *, Yukyung Lee, Pilsung Kang †. NeurIPS 2024.
Development of an Unsupervised Learning-Based Fake News Generation Framework and Study the Effectiveness of Dataset Quality Evaluation Metrics

Joonghoon Kim *, Saeran Park, Jiyoon Lee, Jaehee Kim, Pilsung Kang †. Korean Institute of Industrial Engineers, 50(1), 36-44.
CheckEval: Robust Evaluation Framework using Large Language Model via Checklist

Yukyung Lee *, Joonghoon Kim *, Jaehee Kim, Hyowon Cho, Pilsung Kang †. CHI 2024 Workshop on Human-centered Evaluation and Auditing of Language Models.

Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification

Yookyung Kho *, Jaehee Kim, Pilsung Kang †. EMNLP 2023 (Findings).
Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews

Yukyung Lee *, Jaehee Kim, Doyoon Kim, Yookyung Kho, Younsun Kim, Pilsung Kang †. ACL 2023 Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (Oral).

REVECA - Rich Encoder-decoder framework for Video Event Captioner

Jaehyuk Heo *, YongGi Jeong, Sunwoo Kim, Jaehee Kim, Pilsung Kang †. CVPR 2022 Workshop on LOng-form VidEo Understanding Challenge.

*First author, †Corresponding author