Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization. - Seonghyeon Ye; Joel Jang; Doyoung Kim 001; Yongrae Jo; Minjoon Seo (CoRR, 2022)

The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. - Seungone Kim; Se June Joo; Doyoung Kim 001; Joel Jang; Seonghyeon Ye; Jamin Shin; Minjoon Seo (EMNLP, 2023)

Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt. - Seonghyeon Ye; Joel Jang; Doyoung Kim 001; Yongrae Jo; Minjoon Seo (EMNLP (Findings), 2023)

Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. - Seonghyeon Ye; Doyoung Kim 001; Joel Jang; Joongbo Shin; Minjoon Seo (ICLR, 2023)

Exploring the Benefits of Training Expert Language Models over Instruction Tuning. - Joel Jang; Seungone Kim; Seonghyeon Ye; Doyoung Kim 001; Lajanugen Logeswaran; Moontae Lee; Kyungjae Lee 002; Minjoon Seo (ICML, 2023)

Semiparametric Token-Sequence Co-Supervision. - Hyunji Lee; Doyoung Kim 001; Jihoon Jun; Se June Joo; Joel Jang; Kyoung-Woon On; Minjoon Seo (ACL (1), 2024)

Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards. - Hyeonbin Hwang; Doyoung Kim 001; Seungone Kim; Seonghyeon Ye; Minjoon Seo (EMNLP (Findings), 2024)

FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. - Seonghyeon Ye; Doyoung Kim 001; Sungdong Kim; Hyeonbin Hwang; Seungone Kim; Yongrae Jo; James Thorne; Juho Kim 001; Minjoon Seo (ICLR, 2024)

How Well Do Large Language Models Truly Ground? - Hyunji Lee; Se June Joo; Chaeeun Kim; Joel Jang; Doyoung Kim 001; Kyoung-Woon On; Minjoon Seo (NAACL-HLT, 2024)

Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards. - Hyeonbin Hwang; Doyoung Kim 001; Seungone Kim; Seonghyeon Ye; Minjoon Seo (CoRR, 2024)

Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model. - Doyoung Kim 001; Jongwon Lee; Jinho Park 005; Minjoon Seo (CoRR, 2024)