Learning to Rank Generation with Pairwise Partial Rewards. - Youngwon Lee 003; Jinu Lee 001; Seung-won Hwang (EMNLP, 2023)

SymBa: Symbolic Backward Chaining for Multi-step Natural Language Reasoning. - Jinu Lee 001; Wonseok Hwang (CoRR, 2024)

Entailment-Preserving First-order Logic Representations in Natural Language Entailment. - Jinu Lee 001; Qi Liu; Runzhi Ma; Vincent Han; Ziqi Wang 003; Heng Ji 001; Julia Hockenmaier (ACL (1), 2025)

LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation. - Chaeeun Kim; Jinu Lee 001; Wonseok Hwang (EMNLP, 2025)

Evaluating Step-by-step Reasoning Traces: A Survey. - Jinu Lee 001; Julia Hockenmaier (EMNLP (Findings), 2025)

SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning. - Jinu Lee 001; Wonseok Hwang (NAACL (Long Papers), 2025)

Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators. - Seungone Kim; Ian Wu; Jinu Lee 001; Xiang Yue; Seongyun Lee; Mingyeong Moon; Kiril Gashteovski; Carolin Lawrence; Julia Hockenmaier; Graham Neubig; Sean Welleck (CoRR, 2025)

ReasoningFlow: Semantic Structure of Complex Reasoning Traces. - Jinu Lee 001; Sagnik Mukherjee; Dilek Hakkani-Tur; Julia Hockenmaier (CoRR, 2025)

Cognitive Foundations for Reasoning and Their Manifestation in LLMs. - Priyanka Kargupta; Shuyue Stella Li; Haocheng Wang; Jinu Lee 001; Shan Chen 004; Orevaoghene Ahia; Dean Light; Thomas L. Griffiths 001; Max Kleiman-Weiner; Jiawei Han 001; Asli Celikyilmaz; Yulia Tsvetkov (CoRR, 2025)

Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics. - Jinu Lee 001; Kyoung-Woon On; Sophia Simeng Han; Arman Cohan; Julia Hockenmaier (ACL (1), 2026)