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About |
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Hi! I am a Ph.D student at Seoul National University. I am fortunate to be advised by Prof. Kyomin Jung
My research interest is broadly in machine learning and natural language processing.
I am interested in Question Answering and fair evaluation metrics.
† indicates corresponding author
* indicates equal contribution among authors
Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation
Dongryeol Lee*, Yerin Hwang*, Yongil Kim, Joonsuk Park†, and Kyomin Jung†
NAACL 2025 (Main)
Generating Diverse Hypotheses for Inductive Reasoning
Kang-il Lee, Hyukhun Koh, Dongryeol Lee, Seunghyun Yoon, Minsung Kim, and Kyomin Jung†
NAACL 2025 (Main)
[paper]
VLind-Bench: Measuring Language Priors in Large Vision-Language Models
Kang-il Lee, Minbeom Kim, Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, and Kyomin Jung†
NAACL 2025 (Findings)
[paper]
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)
[paper]
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)
Asking Clarification Questions to Handle Ambiguity in Open-Domain QA
Dongryeol Lee*, Segwang Kim*, Minwoo Lee, Hwanhee Lee, Joonsuk Park, Sang-Woo Lee, and Kyomin Jung†
EMNLP 2023, (Findings)
[paper] [code] [slides] [poster]
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding
Kyungmin Min, Minbeom Kim, Kang-il Lee, Dongryeol Lee, and Kyomin Jung†
Neurips 2024 Workshop on Safe Generative AI
[paper]
MILAB at PragTag-2023 Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty
Yoonsang Lee*, Dongryeol Lee*, and Kyomin Jung†
EMNLP 2023 Workshop on Argument Mining
[paper]
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model
Yunah Jang, Dongryeol Lee, Hyung Joo Park, Taegwan Kang, Hwanhee Lee, Hyunkyung Bae, and Kyomin Jung†
ACL 2022 Workshop on Document-grounded Dialogue and Conversational Question Answering
[paper]