Minjoon Seo

Venues

Frequent coauthors

Papers

1. Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
   ACL 2026 ·

   Jiyeon Kim

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2. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
   EACL 2026 ·

   Hyunji Lee

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3. State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models
   AAAI 2026 ·

   Geewook Kim

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4. Generative Prompt Internalization
   NAACL 2025 ·

   Haebin Shin

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5. How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
   ICLR 2025 ·

   Seongyun Lee

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6. Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
   ICLR 2025 ·

   Jiyeon Kim

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7. Latent Action Pretraining from Videos
   ICLR 2025 ·

   Seonghyeon Ye

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8. Reasoning Models Better Express Their Confidence
   NeurIPS 2025 ·

   Dongkeun Yoon

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9. RouterRetriever: Routing over a Mixture of Expert Embedding Models
   AAAI 2025 ·

   Hyunji Lee

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10. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
    NAACL 2025 ·

    Seungone Kim

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11. Towards Reliable and Practical Phishing Detection
    NAACL 2025 ·

    Hyowon Cho

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12. Aligning Large Language Models by On-Policy Self-Judgment
    ACL 2024 ·

    Sangkyu Lee

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13. Aligning to Thousands of Preferences via System Message Generalization
    NeurIPS 2024 ·

    Seongyun Lee

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14. Exploring the Practicality of Generative Retrieval on Dynamic Corpora
    EMNLP 2024 ·

    Chaeeun Kim

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15. FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
    ICLR 2024 ·

    Seonghyeon Ye

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16. Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization
    EMNLP 2024 ·

    Miyoung Ko

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17. How Do Large Language Models Acquire Factual Knowledge During Pretraining?
    NeurIPS 2024 ·

    Hoyeon Chang

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18. How Well Do Large Language Models Truly Ground?
    NAACL 2024 ·

    Hyunji Lee

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19. Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
    AAAI 2024 ·

    Seonghyeon Ye

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20. KTRL+F: Knowledge-Augmented In-Document Search
    NAACL 2024 ·

    Hanseok Oh

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21. LangBridge: Multilingual Reasoning Without Multilingual Supervision
    ACL 2024 ·

    Dongkeun Yoon

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22. On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
    EMNLP 2024 ·

    Geewook Kim

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23. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
    EMNLP 2024 ·

    Seungone Kim

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24. Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation
    ACL 2024 ·

    Seongyun Lee

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25. Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
    ICLR 2024 ·

    Seungone Kim

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26. REPLUG: Retrieval-Augmented Black-Box Language Models
    NAACL 2024 ·

    Weijia Shi

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27. Rethinking the Role of Proxy Rewards in Language Model Alignment
    EMNLP 2024 ·

    Sungdong Kim

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28. Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
    EMNLP 2024 ·

    Hyeonbin Hwang

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29. Semiparametric Token-Sequence Co-Supervision
    ACL 2024 ·

    Hyunji Lee

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30. SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
    ICLR 2024 ·

    Jaehyung Kim

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31. Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision
    NAACL 2024 ·

    Seongyun Lee

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