COLM

A11YN: aligning LLMs for accessible web UI code generation

Janghan Yoon, Jaegwan Cho, Junhyeok Kim, Jiwan Chung, Jaehyun Jeon, Youngjae Yu

A11YN: Aligning LLMs for Accessible Web UI Code Generation

Janghan Yoon, Jaegwan Cho, Junhyeok Kim, Jiwan Chung, Jaehyun Jeon, Youngjae Yu

Are Large Vision-Language Models Ready to Guide Blind and Low-Vision Individuals?

Eunki Kim, Na Min An, Wan Ju Kang, Sangryul Kim, James Thorne, Hyunjung Shim

Cognitive Chain-of-Thought (COCOT): Structured Multimodal Reasoning about Social Situations

Eunkyu Park, Wesley Hanwen Deng, Gunhee Kim, Motahhare Eslami, Maarten Sap

Correct Answers from Sound Reasoning: Verifiable Process Supervision for Language Models

Kyuyoung Kim, Kevin Wang, Yunfei Xie, Peiyang Xu, Peiyao Sheng, Chen Wei, Zhangyang Wang, Jinwoo Shin, Pramod Viswanath, Sewoong Oh

GoodPoint: Learning Constructive Scientific Paper Feedback from Author Responses

Jimin Mun, Chani Jung, Xuhui Zhou, Hyunwoo Kim, Maarten Sap

Gradual Code-Switching as Inference-Time Cross-Lingual Representational Alignment for LLMs

Haneul Yoo, Jiho Jin, Kyunghyun Cho, Alice Oh

HyperThink: Text-to-parameter hypernetworks for efficient reasoning

Donggyun Kim, Jack Lu, Chanwoo Kim, Mengye Ren, Seunghoon Hong

KoSimpleQA: A Korean Factuality Benchmark with an Analysis of Reasoning LLMs

Donghyeon Ko, Yeguk Jin, Kyubyung Chae, Byungwook Lee, Chansong Jo, Sookyo In, Jaehong Lee, Taesup Kim, Donghyun Kwak

Learning to Comply: Workflow-Grounded Environment Generation for Training Procedurally Compliant Agents

Seungwon Lim, Minu Kim, Seokhee Hong, Jinyoung Yeo, Se-Young Yun, Joonkee Kim

Learning to Comply: Workflow-Grounded Environment Generation for Training Procedurally Compliant Agents

Seungwon Lim, Minu Kim, Seokhee Hong, Jinyoung Yeo, Se-Young Yun, Joonkee Kim

Learning to See What You Need: Gaze Attention for Multimodal Large Language Models

Junha Song, Byeongho Heo, Geonmo Gu, Jaegul Choo, Dongyoon Han, Sangdoo Yun

MELD: Multilingual Ensemble via Logical Debate

Sehyeok Kang, Jaejun Ryu, Se-Young Yun

MolDesignBench: Evaluating LLM-based Agent for Scenario-grounded Molecular Design

Yongjun Jeong, Hanbum Ko, Ye Rin Kim, Chanhui Lee, Rodrigo Hormazabal, Jaewan Lee, Sehui Han, Sungbin Lim, Sungwoong Kim

Social World Models: Universal Structured Representation for Social Reasoning

Xuhui Zhou, Jiarui Liu, Akhila Yerukola, Hyunwoo Kim, Maarten Sap

TIDES: A Longitudinal Bilingual Dataset for Modeling Multi-Party Social Dynamics

Heechan Lee*, Jeonggyu Kang*, Junho Myung, Jaywoong Jeong, Juho Kim, Joseph Seering

TIDES: A Longitudinal Bilingual Dataset for Modeling Multi-Party Social Dynamics

Heechan Lee, Jeonggyu Kang, Junho Myung, Jaywoong Jeong, Juho Kim, Joseph Seering

Towards Query-Agnostic RAG Evaluation via Query Coverage and Claim Verifiability

Choi, J., Yun, T., Ban, M., Sun, G., Lee, J., and Song, H.

v1: Learning to Point Visual Tokens for Multimodal Mathematical Grounded Reasoning

Jiwan Chung, Junhyeok Kim, Siyeol Kim, Jaeyoung Lee, Min Soo Kim, Youngjae Yu

Where Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking

Jiwan Chung, JiHyuk Byun, Vibhav Vineet, Seon Joo Kim

Corrupted by Reasoning: Reasoning Language Models Become Free-Riders in Public Goods Games

David Guzman Piedrahita, Yongjin Yang, Mrinmaya Sachan, Giorgia Ramponi, Bernhard Schölkopf, Zhijing Jin

CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions

Tae Soo Kim, Yoonjoo Lee, Yoonah Park, Jiho Kim, Young-Ho Kim, Juho Kim

G1yphD3c0de: Towards Safer Language Models on Visually Perturbed Texts

Yejin Choi, Yejin Yeo, Yejin Son, Seungju Han, Youngjae Yu

HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions

Xuhui Zhou, Hyunwoo Kim, Faeze Brahman, Liwei Jiang, Hao Zhu, Ximing Lu, Frank Xu, Bill Yuchen Lin, Yejin Choi, Niloofar Mireshghallah, Ronan Le Bras, Maarten Sap

HIPPO-VIDEO : Simulating Watch Histories with Large Language Models for History-Driven Video Highlighting

Jeongeun Lee, Youngjae Yu, Dongha Lee

HIPPO-Video: Simulating Watch Histories with Large Language Models for Personalized Video Highlighting

Jeongeun Lee, Youngjae Yu, Dongha Lee

Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models

Hyunwoo Kim, Melanie Sclar, Tan Zhi-Xuan, Lance Ying, Sydney Levine, Yang Liu, Joshua B. Tenenbaum, Yejin Choi

Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval

Sangam Lee, Ryang Heo, SeongKu Kang, Dongha Lee

Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning

Daechul Ahn*, San Kim*, Jonghyun Choi

Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers

Wooseok Seo*, Seungju Han*, Jaehun Jung, Benjamin Newman, Seungwon Lim, Seungbeen Lee, Ximing Lu, Yejin Choi, Youngjae Yu

Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScore

Sheikh Shafayat, Eunsu Kim, Juhyun Oh, Alice Oh

PairEval: Open-domain Dialogue Evaluation Metric with Pairwise Comparisons

ChaeHun Park, Minseok Choi, Dohyun Lee, Jaegul Choo

Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts

Evgenii, Alexander Rubinstein, Elisa Nguyen, Seong Joon Oh

Tabular Transfer Learning via Prompting LLMs

Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh, Jinwoo Shin

Tabular Transfer Learning via Prompting LLMs

Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh, Jinwoo Shin