Taeuk Kim

Publications

• Latent Preference Modeling for Cross-Session Personalized Tool Calling
  Yejin Yoon*, Minseo Kim*, Taeuk Kim
  arXiv 2026
• OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models
  Seunghee Kim, Bumkyu Park, Kyudan Jung, Joosung Lee, Soyoon Kim, Jeonghoon Kim, Taeuk Kim, Hwiyeol Jo
  arXiv 2026
• OMHBench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning
  Seunghee Kim, Ingyu Bang, Seokgyu Jang, Changhyeon Kim, Sanghwan Bae, Jihun Choi, Richeng Xuan, Taeuk Kim
  ACL 2026 Findings
• UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge
  Youna Kim, Hyuhng Joon Kim, Minjoon Choi, Sungmin Cho, Hyunsoo Cho, Sang-goo Lee, Taeuk Kim
  arXiv 2025
• Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection
  Choonghyun Park, Hyuhng Joon Kim, Junyeob Kim, Youna Kim, Taeuk Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-goo Lee, Kang Min Yoo
  arXiv 2024
• ADVICE: Answer-Dependent Verbalized Confidence Estimation
  Ki Jung Seo, Sehun Lim, Taeuk Kim
  ACL 2026
• Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems
  Namyeong So, Seokgyu Jang, Taeuk Kim
  ACL 2026 Findings
• Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy
  Juyeon Kim, Geon Lee, Dongwon Choi, Taeuk Kim, Kijung Shin
  ACL 2026 Findings
• Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models
  Junyeob Kim, Sang-goo Lee, Taeuk Kim
  EACL 2026 Findings
• Development and Evaluation of a Dual-Expertise, Utterance-Level Framework for LLM-Based Science Classroom Discourse Analysis
  Jin Eun Yoo, Nam-Hwa Kang, Suna Ryu, Jun-ki Lee, Youngsun Kwak, Taeuk Kim, Hyeong Gwan Kim, Youngwoo Shin, Uiji Hwang
  LAK 2026
• Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
  Yejin Yoon, Yuri Son, Namyoung So, Minseo Kim, Minsoo Cho, Chanhee Park, Seungshin Lee, Taeuk Kim
  EMNLP 2025
• MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
  Jungyeon Lee, Kangmin Lee, Taeuk Kim
  EMNLP 2025 Findings
• Memorization or Reasoning? Exploring the Idiom Understanding of LLMs
  Jisu Kim, Youngwoo Shin, Uiji Hwang, Jihun Choi, Richeng Xuan, Taeuk Kim
  EMNLP 2025
• Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
  Hwiyeong Lee, Uiji Hwang, Hyelim Lim, Taeuk Kim
  EMNLP 2025
• FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
  Seunghee Kim, Changhyeon Kim, Taeuk Kim
  ACL 2025
• When to Speak, When to Abstain: Contrastive Decoding with Abstention
  Hyuhng Joon Kim, Youna Kim, Sang-goo Lee, Taeuk Kim
  ACL 2025

...and 49 more publications. View all →