PPaperPicks

Moontae Lee

29 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ACL ×8EMNLP ×5NAACL ×5AAAI ×3NeurIPS ×3ICML ×2CVPR ×1EACL ×1ICLR ×1

Frequent coauthors

Honglak Lee
×11
Lajanugen Logeswaran
×8
Yu Jin Kim
×6
Youngsoo Jang
×6
Sungjun Cho
×4
Kyungjae Lee
×4
Ji Yong Cho
×4
Byoungjip Kim
×4
Geon-Hyeong Kim
×3
Yoonjoo Lee
×3
Dasol Hwang
×3
Jihyuk Kim
×2

Papers

  1. Adaptive Retrieval for Reasoning
    ACL 2026 ·
    Jongho Kim
    ,
    Jaeyoung Kim
    ,
    Jihyuk Kim
    ,
    Yu Jin Kim
    ,
    Seung-won Hwang
    , Moontae Lee
  2. DuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode
    ACL 2026 ·
    Hojae Han
    ,
    Jaejin Kim
    ,
    Seung-won Hwang
    ,
    Yu Jin Kim
    , Moontae Lee
  3. Efficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinking
    ACL 2026 ·
    Taehyeon Kim
    ,
    Hyunsoo Lee
    ,
    Youngsoo Jang
    , Moontae Lee
  4. IRPO: Implicit Policy Regularized Preference Optimization
    EACL 2026 ·
    Youngsoo Jang
    ,
    Yu Jin Kim
    ,
    Geon-Hyeong Kim
    ,
    Honglak Lee
    , Moontae Lee
  5. 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
    AAAI 2025 ·
    Sungjun Cho
    ,
    Dae-Woong Jeong
    ,
    Sung Moon Ko
    ,
    Jinwoo Kim
    ,
    Sehui Han
    ,
    Seunghoon Hong
    ,
    Honglak Lee
    , Moontae Lee
  6. Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
    ICML 2025 ·
    Chang Liu
    ,
    Yixin Wang
    , Moontae Lee
  7. Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation
    NAACL 2025 ·
    Takyoung Kim
    ,
    Kyungjae Lee
    ,
    Young Rok Jang
    ,
    Ji Yong Cho
    ,
    Gangwoo Kim
    ,
    Minseok Cho
    , Moontae Lee
  8. MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
    NeurIPS 2025 ·
    Yunxiang Zhang
    ,
    Muhammad Khalifa
    ,
    Shitanshu Bhushan
    ,
    Grant D. Murphy
    ,
    Lajanugen Logeswaran
    ,
    Jaekyeom Kim
    , Moontae Lee,
    Honglak Lee
    ,
    Lu Wang
  9. Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews
    EMNLP 2025 ·
    Hyungyu Shin
    ,
    Jingyu Tang
    ,
    Yoonjoo Lee
    ,
    Nayoung Kim
    ,
    Hyunseung Lim
    ,
    Ji Yong Cho
    ,
    Hwajung Hong
    , Moontae Lee,
    Juho Kim
  10. One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
    ACL 2025 ·
    Hyungjoo Chae
    ,
    Dongjin Kang
    ,
    Jihyuk Kim
    ,
    Beong-woo Kwak
    ,
    Sunghyun Park
    ,
    Haeju Park
    ,
    Jinyoung Yeo
    , Moontae Lee,
    Kyungjae Lee
  11. Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code
    ACL 2025 ·
    Geonmo Gu
    ,
    Jaeho Kwak
    ,
    Haksoo Moon
    ,
    Hyun Seung Shim
    ,
    Yu Jin Kim
    ,
    Byoungjip Kim
    , Moontae Lee,
    Hyejeong Jeon
  12. PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
    NeurIPS 2025 ·
    Hyunseung Lim
    ,
    Sooyohn Nam
    ,
    Sungmin Na
    ,
    Ji Yong Cho
    ,
    June Yong Yang
    ,
    Hyungyu Shin
    ,
    Yoonjoo Lee
    ,
    Juho Kim
    , Moontae Lee,
    Hwajung Hong
  13. Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?
    EMNLP 2025 ·
    Siqi Shen
    ,
    Mehar Singh
    ,
    Lajanugen Logeswaran
    , Moontae Lee,
    Honglak Lee
    ,
    Rada Mihalcea
  14. Shifting from Ranking to Set Selection for Retrieval Augmented Generation
    ACL 2025 ·
    Dahyun Lee
    ,
    Yongrae Jo
    ,
    Haeju Park
    , Moontae Lee
  15. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
    NAACL 2025 ·
    Seungone Kim
    ,
    Juyoung Suk
    ,
    Ji Yong Cho
    ,
    Shayne Longpre
    ,
    Chaeeun Kim
    ,
    Dongkeun Yoon
    ,
    Guijin Son
    ,
    Yejin Choi
    ,
    Sheikh Shafayat
    ,
    Jinheon Baek
    ,
    Sue Hyun Park
    ,
    Hyeonbin Hwang
    ,
    Jinkyung Jo
    ,
    Hyowon Cho
    ,
    Haebin Shin
    ,
    Seongyun Lee
    ,
    Hanseok Oh
    ,
    Noah Lee
    ,
    Namgyu Ho
    ,
    Se June Joo
    ,
    Miyoung Ko
    ,
    Yoonjoo Lee
    ,
    Hyungjoo Chae
    ,
    Jamin Shin
    ,
    Joel Jang
    ,
    Seonghyeon Ye
    ,
    Bill Yuchen Lin
    ,
    Sean Welleck
    ,
    Graham Neubig
    , Moontae Lee,
    Kyungjae Lee
    ,
    Minjoon Seo
  16. Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
    ICLR 2025 ·
    Sungmin Cha
    ,
    Sungjun Cho
    ,
    Dasol Hwang
    , Moontae Lee
  17. Training-free Detection of AI-generated images via Cropping Robustness
    NeurIPS 2025 ·
    Sungik Choi
    ,
    Hankook Lee
    , Moontae Lee
  18. Code Models are Zero-shot Precondition Reasoners
    NAACL 2024 ·
    Lajanugen Logeswaran
    ,
    Sungryull Sohn
    ,
    Yiwei Lyu
    ,
    Anthony Z. Liu
    ,
    Dong-Ki Kim
    ,
    Dongsub Shim
    , Moontae Lee,
    Honglak Lee
  19. Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration
    ICML 2024 ·
    Youngsoo Jang
    ,
    Geon-Hyeong Kim
    ,
    Byoungjip Kim
    ,
    Yu Jin Kim
    ,
    Honglak Lee
    , Moontae Lee
  20. Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers
    AAAI 2024 ·
    Sungmin Cha
    ,
    Sungjun Cho
    ,
    Dasol Hwang
    ,
    Honglak Lee
    ,
    Taesup Moon
    , Moontae Lee
  21. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
    EMNLP 2024 ·
    Seungone Kim
    ,
    Juyoung Suk
    ,
    Shayne Longpre
    ,
    Bill Yuchen Lin
    ,
    Jamin Shin
    ,
    Sean Welleck
    ,
    Graham Neubig
    , Moontae Lee,
    Kyungjae Lee
    ,
    Minjoon Seo
  22. Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
    EMNLP 2024 ·
    Byoungjip Kim
    ,
    Youngsoo Jang
    ,
    Lajanugen Logeswaran
    ,
    Geon-Hyeong Kim
    ,
    Yu Jin Kim
    ,
    Honglak Lee
    , Moontae Lee
  23. Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments
    ACL 2024 ·
    Sangwoo Shin
    ,
    Seunghyun Kim
    ,
    Youngsoo Jang
    , Moontae Lee,
    Honguk Woo
  24. Show, Think, and Tell: Thought-Augmented Fine-Tuning of Large Language Models for Video Captioning
    CVPR 2024 ·
    Byoungjip Kim
    ,
    Dasol Hwang
    ,
    Sungjun Cho
    ,
    Youngsoo Jang
    ,
    Honglak Lee
    , Moontae Lee
  25. Small Language Models Need Strong Verifiers to Self-Correct Reasoning
    ACL 2024 ·
    Yunxiang Zhang
    ,
    Muhammad Khalifa
    ,
    Lajanugen Logeswaran
    ,
    Jaekyeom Kim
    , Moontae Lee,
    Honglak Lee
    ,
    Lu Wang
  26. Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
    NAACL 2024 ·
    Siqi Shen
    ,
    Lajanugen Logeswaran
    , Moontae Lee,
    Honglak Lee
    ,
    Soujanya Poria
    ,
    Rada Mihalcea
  27. When "A Helpful Assistant" Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models
    EMNLP 2024 ·
    Mingqian Zheng
    ,
    Jiaxin Pei
    ,
    Lajanugen Logeswaran
    , Moontae Lee,
    David Jurgens
  28. YTCommentQA: Video Question Answerability in Instructional Videos
    AAAI 2024 ·
    Saelyne Yang
    ,
    Sunghyun Park
    ,
    Yunseok Jang
    , Moontae Lee
  29. You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments
    NAACL 2024 ·
    Bangzhao Shu
    ,
    Lechen Zhang
    ,
    Minje Choi
    ,
    Lavinia Dunagan
    ,
    Lajanugen Logeswaran
    , Moontae Lee,
    Dallas Card
    ,
    David Jurgens