publications

* indicates equal contribution among authors
† indicates co-corresponding authors

2026

  1. ReflectCAP: Detailed Image Captioning with Reflective Memory
    Kyungmin Min ,  Minbeom Kim ,  Kang-il Lee ,  Seunghyun Yoon , and  Kyomin Jung
    arXiv , Apr 2026 [link]
  2. Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning
    Junseok Kim ,  Nakyeong Yang ,  Kyungmin Min , and  Kyomin Jung
    ACL 2026 (Findings) , Apr 2026 [link]

2025

  1. Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation
    Yerin Hwang* ,  Dongryeol Lee* ,  Kyungmin Min ,  Taegwan Kang ,  Yong-il Kim , and  Kyomin Jung
    EMNLP 2025 , Nov 2025 [link]
  2. Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding
    Kyungmin Min ,  Minbeom Kim ,  Kang-il Lee ,  Dongryeol Lee , and  Kyomin Jung
    NAACL 2025 (Findings) , Apr 2025 [link]
  3. Return of EM: Entity-driven Answer Set Expansion for QA Evaluation
    Dongryeol Lee ,  Minwoo Lee ,  Kyungmin Min ,  Joonsuk Park† , and  Kyomin Jung†
    COLING 2025 (Oral) , Jan 2025 [link]

2024

  1. Mitigating Hallucinations in LVLMs via Summary-Guided Decoding
    Kyungmin Min ,  Minbeom Kim ,  Kang-il Lee ,  Dongryeol Lee , and  Kyomin Jung
    Neurips Safe Generative AI Workshop 2024 , Dec 2024 [link]

2023

  1. Leveraging Ensemble Techniques and Metadata for Subjective Knowledge-grounded Conversational Systems
    Seongho Joo* ,  Kang-il Lee* ,  Kyungmin Min* ,  Joongbo Shin ,  Janghoon Han ,  Seungpil Won , and  Kyomin Jung
    The Eleventh Dialog System Technology Challenge (DSTC11) , Sep 2023 [link]
    Our paper was awarded as the Best Paper (news) and also ranked first (news) in the response accuracy category at the DSTC11 challenge.