ACL

202685편

• 한요섭Yonsei

  A Linguistics-Aware LLM Watermarking via Syntactic Predictability

  Shinwoo Park, Hyejin Park, Hyeseon An, Yo-Sub Han

• 이근배, 김형훈POSTECH

  A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation

  Seonjeong Hwang, Jun Seo, Hyounghun Kim, Gary Lee

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search

  Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Lee, Jungseul Ok

• 이근배, 김형훈POSTECH

  Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search

  Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Geunbae Lee, Jungseul Ok

• 황승원SNU

  Adaptive Retrieval for Reasoning

  {Jongho Kim, Jaeyoung Kim}, Jihyuk Kim, Yujin Kim, Seung-won Hwang, Moontae Lee.

• 오혜연KAIST

  Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean Dialogues

  Eunsu Kim, Junyeong Park, Juhyun Oh, Kiwoong Park, Seyoung Song, A. Seza Doğruöz, Alice Oh, Najoung Kim

• 황승원SNU

  Benchmarking Testing in Automated Theorem Proving

  {Jongyoon Kim, Hojae Han}, Seung-won Hwang.

• 김태섭SNU

  Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA

  Kyubyung Chae, Jewon Yeom, Jeongjae Park, Seunghyun Bae, Ijun Jang, Hyunbin Jin, Jinkwan Jang, Taesup Kim

• 황승원SNU

  Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval

  Dohyeon Lee, Yeonseok Jeong, Seung-won Hwang.

• 오혜연KAIST

  Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

  Huije Lee, Jisu Shin, Hoyun Song, Changgeon Ko, Jong C. Park

• 임경태KAIST

  Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

  Huije Lee, Jisu Shin, Hoyun Song, Changgeon Ko, and Jong C. Park

• 양은호KAIST

  Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge

  Joonhyung Park, Jaeyun Song, Sihwan Park, Eunho Yang

• 서민준KAIST

  Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

  Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo

• 이근배, 김형훈POSTECH

  Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items?

  Seonjeong Hwang, Hyounghun Kim, Gary Lee

• 박노성KAIST

  Can Spectral-Clipping Enable Better Learning While Forgetting Less for Low-Rank Adaptation?

  Hyowon Wi, and Noseong Park

• 임희석KU

  CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training

  Seungyoon Lee, Minhyuk Kim, Seongtae Hong, Youngjoon Jang, Dongsuk Oh, Heuiseok Lim

• 강민석SNU

  COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs

  Dasol Choi, DongGeon Lee, Brigitta Jesica Kartono, Helena Berndt, Taeyoun Kwon, Joonwon Jang, Haon Park, Hwanjo Yu, Minsuk Kahng

• 이상구SNU

  CUB: Benchmarking Context Utilisation Techniques for Language Models

  Lovisa Hagström, Youna Kim, Haeun Yu, Sang-goo Lee, Richard Johansson, Hyunsoo Cho, Isabelle Augenstein

• 조성배Yonsei

  Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models

  Y.-J. Kim, J.-E. Kim, Y.-J. Jeong, S.-B. Cho

• 이근배, 김형훈POSTECH

  Difficulty-Controllable Cloze Question Distractor Generation

  Seokhoon Kang, Yejin Jeon, Seonjeong Hwang, Gary Geunbae Lee

• 유영재SNU

  Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding

  Jaehyun Jeon, Min Soo Kim, Janghan Yoon, Sumin Shim, Yejin Choi, Hanbin Kim, Dae Hyun Kim, Youngjae Yu

• 조요한SNU

  Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models

  Jonggeun Lee, Woojung Song, Jongwook Han, Haesung Pyun, Yohan Jo

• 임희석KU

  EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA

  Myunghoon Kang, Dahyun Jung, Suhyune Son, Seonmin Koo, Changwoo Chun, Daniel Rim, Haeyoung Kwon, Yuna Hur, Heuiseok Lim

• 이정우SNU

  Efficient Process Reward Modeling via Contrastive Mutual Information

  Nakyung Lee, Sangwoo Hong, and Jungwoo Lee

• 김재형Yonsei

  Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models

  Youngji Roh, Hyunjin Cho, Jaehyung Kim

• 김재형Yonsei

  EMCee: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context

  Hamin Koo, Jaehyung Kim

• 김태섭SNU

  EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs

  Jewon Yeom, Jaewon Sok, Seonghyeon Park, Jeongjae Park, Taesup Kim

• 정교민SNU

  Evaluating Visual Narrative Coherence in Story Visualization via Diversified Storylines

  Minha Jhang, Kyeongman Park, Hyukhun Koh, and Kyomin Jung

• 서봉원SNU

  Feeling Right vs. Being Right: How AI Sycophancy Affects Value-Laden Deliberation

  Jeongwoo Ryu, Soomin Kim, Jinsu Eun, Kyusik Kim, Changhoon Oh, Bongwon Suh

• 김준모KAIST

  Forget What Matters, Keep the Rest: Selective Unlearning of Informative Tokens

  Seunghee Koh, Sunghyun Baek, Youngdong Kim, and Junmo Kim

• 김재형Yonsei

  Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data

  Minseo Kwak, Jaehyung Kim

• 황승원SNU

  GRAD: Generalizing RAG Adaptation with Decoding

  Youngwon Lee, Seung-won Hwang, Zhewei Yao, Yuxiong He.

• 유영재SNU

  GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance

  Junhyeok Kim*, Jaewoo Park*, Junhee Park, Sangeyl Lee, Jiwan Chung, Jisung Kim, Ji Hoon Joung, Youngjae Yu

• 임희석KU

  HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering

  Joongmin Shin, Gyuho Shim, Jeongbae Park, Jaehyung Seo, Heuiseok Lim

• 정교민SNU

  How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models

  Minsung Kim, Dong-Kyum Kim, Jea Kwon, Nakyeong Yang, Kyomin Jung, and Meeyoung Cha

• 이성환KU

  ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment

  J.-H. Yun, S.-B. Kim, S.-W. Lee

• 조성배Yonsei

  Injecting Context via Situation Working Memory for Logical Reasoning with LLMs

  J.-E. Kim, S.-H. Lim, Y.-H. Choi, S.-B. Cho

• 유영재SNU

  Investigating Counterfactual Unfairness in LLMs towards Identities through Humor

  Shubin Kim*, Yejin Son*, Junyeong Park, Keummin Ka, Seungbeen Lee, Jaeyoung Lee, Hyeju Jang, Alice Oh, Youngjae Yu

• 오혜연KAIST

  Investigating Counterfactual Unfairness in LLMs towards Identities through Humor

  Shubin Kim*, Yejin Son*, Junyeong Park, Keummin Ka, Seungbeen Lee, Jaeyoung Lee, Hyeju Jang, Alice Oh, Youngjae Yu

• 곽노준SNU

  Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation

  Kyomin Hwang*, Hyeonjin Kim*, Sangyeon Cho, Nojun Kwak