ACL Findings

202662편

• 정교민SNU

  A Universal Avoidance Method for Diverse Multi-branch Generation

  Kyeongman Park, Minha Jhang, and Kyomin Jung

• 이성환KU

  Affectron: Emotional Speech Synthesis with Affective and Contextually Aligned Nonverbal Vocalizations

  D.-H. Cho, H.-S. Oh, S.-B. Kim, S.-W. Lee

• 황승원SNU

  Agentic Verification for Ambiguous Query Disambiguation

  Youngwon Lee, Seung-won Hwang, Ruofan Wu, Feng Yan, Danmei Xu, Moutasem Akkad, Zhewei Yao, Yuxiong He.

• 이근배, 김형훈POSTECH

  Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge Tracing

  Jun Seo, Sangwon Ryu, Heejin Do, Hyounghun Kim, Gary Geunbae Lee

• 권태경Yonsei

  Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous Strategies

  Leo Hyun Park, Juwon Cho, Gyuhwan Kim, YoonDong Yeo, Taekyoung Kwon

• 서봉원SNU

  CliniCAST: Benchmarking Acoustic Grounding and Text Dominance in Medical Triage

  Kyusik Kim, Hyunwoo Yoo, Jaehoon Choi, Kitae Kim, Gail Rosen, Bongwon Suh

• 한요섭Yonsei

  ContractEval: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation

  Soohan Lim, Joonghyuk Hahn, Hyunwoo Park, Sang-Ki Ko, Yo-Sub Han

• 장백철Yonsei

  CTRL: Control-Based Time Series Forecasting with LLM-Guided Residual Learning

  Minkyoung Kim, Daeun Ji, Yohan Lee, Beomsoo Kim, Beakcheol Jang

• 양은호KAIST

  CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge

  Seyun Bae, Seokhan Lee, Eunho Yang

• 이경호Yonsei

  Data-Efficient Adaptation to Contextual Shifts in LLM-based Conversational Recommendation

  Hyeongjun Yang, Donghyun Kim, Seokju Hwang, Midan Shim, KyuHwan Yeom, KaeHyun Um, Kyong-Ho Lee

• 황의종KAIST

  DeFrame: Debiasing Large Language Models Against Framing Effects

  K. Lim, S. Kim, and S. E. Whang

• 황승원SNU

  DuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode

  Hojae Han, Jaejin Kim, Seung-won Hwang, Yu Jin Kim, Moontae Lee.

• 유영재SNU

  DUSK: Do Not Unlearn Shared Knowledge

  Wonje Jeung*, Sangyeon Yoon*, Hyesoo Hong, Soeun Kim, Seungju Han, Youngjae Yu, Albert No

• 노승문Yonsei

  DUSK: Do Not Unlearn Shared Knowledge

  Wonje Jeung, Sangyeon Yoon, Hyesoo Hong, Soeun Kim, Seungju Han, Youngjae Yu, Albert No

• 서민준KAIST

  DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning Collections

  Haebin Shin, Lei Ji, Xiao Liu, Zhiwei Yu, Hyunwoo Yoo, Qi Chen, Yeyun Gong

• 임희석KU

  Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance

  Dongjun Kim, Minhyuk Kim, Yongchan Chun, Chanjun Park, Heuiseok Lim

• 김재준SNU

  FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration

  Dongwon Jo*, Jiwon Song*, Yulhwa Kim, Jae-Joon Kim

• 이병준KU

  GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making

  Sunguk Shin, Hayeong Lee, Jun Ho Seo, Jinho Lee, Myunsoo Kim, Minsuk Chang, Byung-Jun Lee

• 신기정KAIST

  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

• 임희석KU

  I Don’t Need Solution. I Need Emotional Support : Empathetic LLMs based on Emotional Validation

  Suhyune Son, Jungwoo Lim, Myunghoon Kang, Seongtae Hong, Yuna Hur, Evelyn H. Zi, Heuiseok Lim

• 최재식KAIST

  Incomplete Prompt Jailbreaks in Large Language Models

  Yeonjea Kim, Bumjin Park, Jaesik Choi

• 최재식KAIST

  K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology

  Soyeon Kim, Cheongwoong Kang, Myeongjin Lee, Eun-Chul Chang, Jaedeok Lee, Jaesik Choi

• 최윤재KAIST

  LayerNorm Induces Recency Bias in Transformer Decoders

  Junu Kim, Xiao Liu, Zhenghao Lin, Lei Ji, Yeyun Gong, Edward Choi

• 조요한SNU

  Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction

  Sejun Park, Yoonah Park, Jongwon Lim, Yohan Jo

• 이재호POSTECH

  Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models

  Hyunjong Ok, Jaeho Lee

• 오혜연KAIST

  Machine Behavior in Relational Moral Dilemmas: Moral Rightness, Predicted Human Behavior, and Model Decisions

  Jiseon Kim, Jea Kwon, Luiz Felipe Vecchietti, Wenchao Dong, Jaehong Kim, Meeyoung Cha

• 도재영SNU

  MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering

  Sieun Hyeon*, Jusang Oh, Sunghwan Steve Cho, Jaeyoung Do^

• 도재영SNU

  MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays

  Sunghwan Steve Cho*, Yunseok Han, Jaeyoung Do^

• 임희석KU

  NeedleChain: Measuring Intact Context Comprehension Capability of Large Language Models

  Hyeonseok Moon, Heuiseok Lim

• 여진영Yonsei

  PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints

  Minjun Park, Donghyun Kim, Hyeonjong Ju, Seungwon Lim, Dongwook Choi, Taeyoon Kwon, Minju Kim, Jinyoung Yeo

• 양은호KAIST

  PhaseMI: A Motivational Interviewing Dataset for Enhancing Phase Progression in LLM-based Counseling

  Jina Kim, Myeongho Jeon, Soohyun Cho, Chae-Gyun Lim, Jongmin Lim, Haewon Min, Eunho Yang

• 장백철Yonsei

  PROGRAM: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries

  Gun Il Kim, Jungkyu Shin, Jong Wook Kim, Beakcheol Jang

• 황승원SNU

  R3-SQL: Ranking Reward and Resampling for Text-to-SQL

  {Hojae Han, Yeonseok Jeong}, Seung-won Hwang, Zhewei Yao, Yuxiong He.

• 황승원SNU

  Relevance to Utility: Process-Supervised Rewrite for RAG

  {Jaeyoung Kim, Jongho Kim}, Seung-won Hwang, Seoho Song, Young-In Song.

• 정교민SNU

  Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning

  Junseok Kim, Nakyeong Yang, Kyungmin Min, and Kyomin Jung

• 정교민SNU

  Rethinking Post-Unlearning Behavior of Large Vision-Language Models

  Minsung Kim, Nakyeong Yang, and Kyomin Jung

• 주재걸KAIST

  Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method

  Taehee Kim, Seungbin Yang, Jihwan Kim, Jaegul Choo

• 유영재SNU

  Revisiting the Uniform Information Density Hypothesis in LLM Reasoning

  Minju Gwak, Guijin Son, Jaehyung Kim

• 김재형Yonsei

  Revisiting the Uniform Information Density Hypothesis in LLM Reasoning Traces

  Minju Gwak, Guijin Son, Jaehyung Kim

• 오혜연KAIST

  RoleConflictBench: A Benchmark of Role Conflict Scenarios for Evaluating LLMs' Contextual Sensitivity

  Jisu Shin, Hoyun Song, Juhyun Oh, Changgeon Ko, Eunsu Kim, Chani Jung, Alice Oh