PPaperPicks

Minjoon Seo

31 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

NAACL ×7EMNLP ×6ICLR ×6ACL ×5AAAI ×3NeurIPS ×3EACL ×1

Frequent coauthors

Hyunji Lee
×9
Seungone Kim
×9
Joel Jang
×8
Sue Hyun Park
×7
Sungdong Kim
×6
Seonghyeon Ye
×6
Geewook Kim
×5
Seongyun Lee
×5
Hyeonbin Hwang
×5
Se June Joo
×4
Sohee Yang
×4
Doyoung Kim
×4

Papers

  1. Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
    ACL 2026 ·
    Jiyeon Kim
    ,
    Hyunji Lee
    ,
    Dylan Zhou
    ,
    Sue Hyun Park
    ,
    Seunghyun Yoon
    ,
    Trung Bui
    ,
    Franck Dernoncourt
    ,
    Sungmin Cha
    , Minjoon Seo
  2. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
    EACL 2026 ·
    Hyunji Lee
    ,
    Seunghyun Yoon
    ,
    Yunjae Won
    ,
    Hanseok Oh
    ,
    Geewook Kim
    ,
    Trung Bui
    ,
    Franck Dernoncourt
    ,
    Elias Stengel-Eskin
    ,
    Mohit Bansal
    , Minjoon Seo
  3. State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models
    AAAI 2026 ·
    Geewook Kim
    , Minjoon Seo
  4. Generative Prompt Internalization
    NAACL 2025 ·
    Haebin Shin
    ,
    Lei Ji
    ,
    Yeyun Gong
    ,
    Sungdong Kim
    ,
    Eunbi Choi
    , Minjoon Seo
  5. How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
    ICLR 2025 ·
    Seongyun Lee
    ,
    Geewook Kim
    ,
    Jiyeon Kim
    ,
    Hyunji Lee
    ,
    Hoyeon Chang
    ,
    Sue Hyun Park
    , Minjoon Seo
  6. Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
    ICLR 2025 ·
    Jiyeon Kim
    ,
    Hyunji Lee
    ,
    Hyowon Cho
    ,
    Joel Jang
    ,
    Hyeonbin Hwang
    ,
    Seungpil Won
    ,
    Youbin Ahn
    ,
    Dohaeng Lee
    , Minjoon Seo
  7. Latent Action Pretraining from Videos
    ICLR 2025 ·
    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
  8. Reasoning Models Better Express Their Confidence
    NeurIPS 2025 ·
    Dongkeun Yoon
    ,
    Seungone Kim
    ,
    Sohee Yang
    ,
    Sunkyoung Kim
    ,
    Soyeon Kim
    ,
    Yongil Kim
    ,
    Eunbi Choi
    ,
    Yireun Kim
    , Minjoon Seo
  9. RouterRetriever: Routing over a Mixture of Expert Embedding Models
    AAAI 2025 ·
    Hyunji Lee
    ,
    Luca Soldaini
    ,
    Arman Cohan
    , Minjoon Seo,
    Kyle Lo
  10. 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
  11. Towards Reliable and Practical Phishing Detection
    NAACL 2025 ·
    Hyowon Cho
    , Minjoon Seo
  12. Aligning Large Language Models by On-Policy Self-Judgment
    ACL 2024 ·
    Sangkyu Lee
    ,
    Sungdong Kim
    ,
    Ashkan Yousefpour
    , Minjoon Seo,
    Kang Min Yoo
    ,
    Youngjae Yu
  13. Aligning to Thousands of Preferences via System Message Generalization
    NeurIPS 2024 ·
    Seongyun Lee
    ,
    Sue Hyun Park
    ,
    Seungone Kim
    , Minjoon Seo
  14. Exploring the Practicality of Generative Retrieval on Dynamic Corpora
    EMNLP 2024 ·
    Chaeeun Kim
    ,
    Soyoung Yoon
    ,
    Hyunji Lee
    ,
    Joel Jang
    ,
    Sohee Yang
    , Minjoon Seo
  15. FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
    ICLR 2024 ·
    Seonghyeon Ye
    ,
    Doyoung Kim
    ,
    Sungdong Kim
    ,
    Hyeonbin Hwang
    ,
    Seungone Kim
    ,
    Yongrae Jo
    ,
    James Thorne
    ,
    Juho Kim
    , Minjoon Seo
  16. Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization
    EMNLP 2024 ·
    Miyoung Ko
    ,
    Sue Hyun Park
    ,
    Joonsuk Park
    , Minjoon Seo
  17. How Do Large Language Models Acquire Factual Knowledge During Pretraining?
    NeurIPS 2024 ·
    Hoyeon Chang
    ,
    Jinho Park
    ,
    Seonghyeon Ye
    ,
    Sohee Yang
    ,
    Youngkyung Seo
    ,
    Du-Seong Chang
    , Minjoon Seo
  18. How Well Do Large Language Models Truly Ground?
    NAACL 2024 ·
    Hyunji Lee
    ,
    Se June Joo
    ,
    Chaeeun Kim
    ,
    Joel Jang
    ,
    Doyoung Kim
    ,
    Kyoung-Woon On
    , Minjoon Seo
  19. Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
    AAAI 2024 ·
    Seonghyeon Ye
    ,
    Hyeonbin Hwang
    ,
    Sohee Yang
    ,
    Hyeongu Yun
    ,
    Yireun Kim
    , Minjoon Seo
  20. KTRL+F: Knowledge-Augmented In-Document Search
    NAACL 2024 ·
    Hanseok Oh
    ,
    Haebin Shin
    ,
    Miyoung Ko
    ,
    Hyunji Lee
    , Minjoon Seo
  21. LangBridge: Multilingual Reasoning Without Multilingual Supervision
    ACL 2024 ·
    Dongkeun Yoon
    ,
    Joel Jang
    ,
    Sungdong Kim
    ,
    Seungone Kim
    ,
    Sheikh Shafayat
    , Minjoon Seo
  22. On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
    EMNLP 2024 ·
    Geewook Kim
    , Minjoon Seo
  23. 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
  24. Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation
    ACL 2024 ·
    Seongyun Lee
    ,
    Seungone Kim
    ,
    Sue Hyun Park
    ,
    Geewook Kim
    , Minjoon Seo
  25. Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
    ICLR 2024 ·
    Seungone Kim
    ,
    Jamin Shin
    ,
    Yejin Choi
    ,
    Joel Jang
    ,
    Shayne Longpre
    ,
    Hwaran Lee
    ,
    Sangdoo Yun
    ,
    Seongjin Shin
    ,
    Sungdong Kim
    ,
    James Thorne
    , Minjoon Seo
  26. REPLUG: Retrieval-Augmented Black-Box Language Models
    NAACL 2024 ·
    Weijia Shi
    ,
    Sewon Min
    ,
    Michihiro Yasunaga
    , Minjoon Seo,
    Richard James
    ,
    Mike Lewis
    ,
    Luke Zettlemoyer
    ,
    Wen-tau Yih
  27. Rethinking the Role of Proxy Rewards in Language Model Alignment
    EMNLP 2024 ·
    Sungdong Kim
    , Minjoon Seo
  28. Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
    EMNLP 2024 ·
    Hyeonbin Hwang
    ,
    Doyoung Kim
    ,
    Seungone Kim
    ,
    Seonghyeon Ye
    , Minjoon Seo
  29. Semiparametric Token-Sequence Co-Supervision
    ACL 2024 ·
    Hyunji Lee
    ,
    Doyoung Kim
    ,
    Jihoon Jun
    ,
    Se June Joo
    ,
    Joel Jang
    ,
    Kyoung-Woon On
    , Minjoon Seo
  30. SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
    ICLR 2024 ·
    Jaehyung Kim
    ,
    Jaehyun Nam
    ,
    Sangwoo Mo
    ,
    Jongjin Park
    ,
    Sang-Woo Lee
    , Minjoon Seo,
    Jung-Woo Ha
    ,
    Jinwoo Shin
  31. Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision
    NAACL 2024 ·
    Seongyun Lee
    ,
    Sue Hyun Park
    ,
    Yongrae Jo
    , Minjoon Seo