NAACL

202554편

• 정교민SNU

  AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence

  Minbeom Kim, Hwanhee Lee, Joonsuk Park, Hwaran Lee, and Kyomin Jung

• 김현우KAIST

  Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

  Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana

• 정교민SNU

  Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation

  Dongryeol Lee*, Yerin Hwang*, Yongil Kim, Joonsuk Park, and Kyomin Jung

• 김건희SNU

  Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language Models

  Sehun Lee, Kangwook Kim, Gunhee Kim

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation

  Jaechang Kim, Jinmin Goh, Inseok Hwang, Jaewoong Cho, Jungseul Ok

• 유영재SNU

  C^2 : Scalable Auto-Feedback for LLM-based Chart Generation

  Woosung Koh*, Janghan Yoon*, Minhyung Lee, Youngjin Song, Jaegwan Cho, Jaehyun Kang, Taehyeon Kim, Seyoung Yun, Youngjae Yu, Bongshin Lee

• 윤세영KAIST

  C^2: Scalable Auto-Feedback for LLM-based Chart Generation

  Woosung Koh, Jang Han Yoon, MinHyung Lee, Youngjin Song, Jaegwan Cho, Jaehyun Kang, Taehyeon Kim, Se-Young Yun, Youngjae Yu, Bongshin Lee

• 임희석KU

  CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents

  Jeiyoon Park, Chanjun Park, Heuiseok Lim

• 임희석KU

  CoME: An Unlearning-based Approach to Conflict-free Model Editing

  Dahyun Jung, Jaehyung Seo, Jaewook Lee, Chanjun Park, Heuiseok Lim

• 황승원SNU

  CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation

  Youngwon Lee, Seung-won Hwang, Daniel Campos, Filip Graliński, Zhewei Yao, Yuxiong He.

• 서민준KAIST

  CORG: Generating Answers from Complex, Interrelated Contexts

  Hyunji Lee, Franck Dernoncourt, Trung Bui, Seunghyun Yoon

• 윤성로SNU

  Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment

  Sangwon Yu*, Jongyoon Song*, Bongkyu Hwang, Hoyoung Kang, Sooah Cho, Junhwa Choi, Seongho Joe, Taehee Lee, Youngjune Gwon, Sungroh Yoon

• 박찬영KAIST

  Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

  Yeonjun In, Sungchul Kim, Ryan A. Rossi, Mehrab Tanjim, Tong Yu, Ritwik Sinha, Chanyoung Park

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition

  Wonjun Lee, Solee Im, Heejin Do, Yunsu Kim, Jungseul Ok, Gary Lee

• 이근배, 김형훈POSTECH

  DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition

  Wonjun Lee, Solee Im, Heejin Do, Yunsu Kim, Jungseul Ok, Gary Geunbae Lee

• 최윤재KAIST

  Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

  Sungjin Park, Xiao Liu, Yeyun Gong, Edward Choi

• 서민준KAIST

  Evaluating Multimodal Generative AI with Korean Educational Standards

  Sanghee Park, Geewook Kim

• 김재형Yonsei

  Few-shot Personalization of LLMs with Mis-aligned Responses

  Jaehyung Kim, Yiming Yang

• 정교민SNU

  Generating Diverse Hypotheses for Inductive Reasoning

  Kang-il Lee, Hyukhun Koh, Dongryeol Lee, Seunghyun Yoon, Minsung Kim, and Kyomin Jung

• 서민준KAIST

  Generative Prompt Internalization

  Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo

• 김기응KAIST

  Goal-Conditioned DPO: Prioritizing Safety in Misaligned Instructions

  Joo Bon Maeng, Seongmin Lee, Seokin Seo, Kee-Eung Kim

• 황승원SNU

  HARP: Hesitation-Aware Reframing in Transformer Inference Pass

  Romain Storaï, Seung-won Hwang.

• 김건희SNU

  Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type

  Seokwon Song, Taehyun Lee, Jaewoo Ahn, Jaehyuk Sung, Gunhee Kim

• 이근배, 김형훈POSTECH

  K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor

  Jeonghun Cho, Gary Geunbae Lee

• 조요한SNU

  KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy

  Hyunjong Kim, Suyeon Lee, Yeongjae Cho, Eunseo Ryu, Yohan Jo, Suran Seong, Sungzoon Cho

• 서민준KAIST

  KMMLU: Measuring Massive Multitask Language Understanding in Korean

  Guijin Son, Hanwool Lee, Sungdong Kim, Seungone Kim, Niklas Muennighoff, Taekyoon Choi, Cheonbok Park, Kang Min Yoo, Stella Biderman

• 송경우Yonsei

  LBC: Language-Based-Classifier for Out-Of-Variable Generalization

  Kangjun Noh, Baekryun Seong, Hoyoon Byun, Youngjun Choi, Sungjin Song, Kyungwoo Song

• 임희석KU

  LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs

  Sumin An, Junyoung Sung, Wonpyo Park, Chanjun Park, Paul Hongsuck Seo

• 양은호KAIST

  LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices

  Jung Hyun Lee, Jeonghoon Kim, June Yong Yang, Se Jung Kwon, Eunho Yang, Kang Min Yoo, Dongsoo Lee

• 이근배, 김형훈POSTECH

  Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning

  Subin Kim, Hoonrae Kim, Heejin Do, Gary Geunbae Lee

• 강필성SNU

  Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

  Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang*

• 임희석KU

  Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs

  Hyeonwoo Kim, Dahyun Kim, Jihoo Kim, Sukyung Lee, Yungi Kim, Chanjun Park

• 이근배, 김형훈POSTECH

  PicPersona-TOD: A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona

  Jihyun Lee, Yejin Jeon, Seungyeon Seo, Gary Geunbae Lee

• 황승원SNU

  PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets

  {Jaeseong Lee, Hojae Han}, Jongyoon Kim, Seung-won Hwang, Naun Kang, KyungJun An, Sungho Jang.

• 황승원SNU

  PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning

  Jaeseong Lee, Seung-won Hwang, Hojin Lee, Yunju Bak, Changmin Lee.

• 황승원SNU

  Query Variant Detection Using Retriever as Environment

  {Minji Seo, Youngwon Lee}, Seung-won Hwang, Seoho Song, Hee-Cheol Seo, Young-In Song.

• 황승원SNU

  Query-focused Referentiability Learning for Zero-shot Retrieval

  Jaeyoung Kim, Dohyeon Lee, Seung-won Hwang.

• 황성주KAIST

  ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

  Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  Revisiting Early Detection of Sexual Predators via Turn-level Optimization

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

• 이근배, 김형훈POSTECH

  Revisiting Early Detection of Sexual Predators via Turn-level Optimization

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