Seo, Minjoon

33 publications

ICLR 2026 Characterizing Pattern Matching and Its Limits on Compositional Task Structures Hoyeon Chang, Jinho Park, Hanseul Cho, Sohee Yang, Miyoung Ko, Hyeonbin Hwang, Seungpil Won, Dohaeng Lee, Youbin Ahn, Minjoon Seo

ICLR 2026 TSLM: Tree-Structured Language Modeling for Divergent Thinking Doyoung Kim, JaeHyeok Doo, Minjoon Seo

ICLR 2026 The CoT Encyclopedia: Analyzing, Predicting, and Controlling How a Reasoning Model Will Think Seongyun Lee, Seungone Kim, Minju Seo, Yongrae Jo, Dongyoung Go, Hyeonbin Hwang, Jinho Park, Xiang Yue, Sean Welleck, Graham Neubig, Moontae Lee, Minjoon Seo

ICLR 2025 How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo

ICLR 2025 Knowledge Entropy Decay During Language Model Pretraining Hinders New Knowledge Acquisition Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo

ICLR 2025 Latent Action Pretraining from Videos Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo

NeurIPS 2025 Reasoning Models Better Express Their Confidence Dongkeun Yoon, Seungone Kim, Sohee Yang, Sunkyoung Kim, Soyeon Kim, Yongil Kim, Eunbi Choi, Yireun Kim, Minjoon Seo

AAAI 2025 RouterRetriever: Routing over a Mixture of Expert Embedding Models Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo

NeurIPS 2024 Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo

NeurIPSW 2024 Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo

NeurIPSW 2024 Can Language Model Plan in Extrapolated Environments?: Casestudy in Textualized Gridworld Doyoung Kim, Jongwon Lee, Jinho Park, Minjoon Seo

ICLR 2024 FLASK: Fine-Grained Language Model Evaluation Based on Alignment Skill Sets Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo

ICLRW 2024 FLASK: Fine-Grained Language Model Evaluation Based on Alignment Skill Sets Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo

NeurIPS 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo

AAAI 2024 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo

ICLR 2024 Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models Seungone Kim, Jamin Shin, Yejin Cho, Joel Jang, Shayne Longpre, Hwaran Lee, Sangdoo Yun, Seongjin Shin, Sungdong Kim, James Thorne, Minjoon Seo

ICLR 2024 SuRe: Summarizing Retrievals Using Answer Candidates for Open-Domain QA of LLMs Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin

NeurIPS 2023 A Bayesian Approach to Analysing Training Data Attribution in Deep Learning Elisa Nguyen, Minjoon Seo, Seong Joon Oh

ICML 2023 Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

NeurIPSW 2023 FLASK: Fine-Grained Language Model Evaluation Based on Alignment Skill Sets Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo

ICLR 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo

ICLRW 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo

NeurIPSW 2023 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo

NeurIPSW 2023 Prometheus: Inducing Evaluation Capability in Language Models Seungone Kim, Jamin Shin, Yejin Cho, Joel Jang, Shayne Longpre, Hwaran Lee, Sangdoo Yun, Seongjin Shin, Sungdong Kim, James Thorne, Minjoon Seo

ICLRW 2023 Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo

NeurIPS 2022 A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo

NeurIPSW 2022 Can Large Language Models Truly Follow Your Instructions? Joel Jang, Seonghyeon Ye, Minjoon Seo

NeurIPS 2022 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

ICLR 2022 Towards Continual Knowledge Learning of Language Models Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo

NeurIPSW 2019 CORD: A Consolidated Receipt Dataset for Post-OCR Parsing Seunghyun Park, Seung Shin, Bado Lee, Junyeop Lee, Jaeheung Surh, Minjoon Seo, Hwalsuk Lee

NeurIPSW 2019 Post-OCR Parsing: Building Simple and Robust Parser via BIO Tagging Wonseok Hwang, Seonghyeon Kim, Minjoon Seo, Jinyeong Yim, Seunghyun Park, Sungrae Park, Junyeop Lee, Bado Lee, Hwalsuk Lee

ICLR 2018 Neural Speed Reading via Skim-RNN Minjoon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi

CVPR 2017 Are You Smarter than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi