Dongryeol Lee
Scholar

Dongryeol Lee

Google Scholar ID: vgTGZ10AAAAJ
Seoul National University
Question AnsweringEvaluationLLM-Judge
Citations & Impact
All-time
Citations
80
 
H-index
5
 
i10-index
4
 
Publications
13
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • Program Synthesis via Test-Time Transduction, Neurips 2025
  • Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation, EMNLP 2025
  • Can You Trick the Grader? Adversarial Persuasion of LLM Judges, EMNLP 2025 (Findings)
  • Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation, NAACL 2025 (Oral)
  • Generating Diverse Hypotheses for Inductive Reasoning, NAACL 2025 (Oral)
  • VLind-Bench: Measuring Language Priors in Large Vision-Language Models, NAACL 2025 (Findings)
  • Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding, NAACL 2025 (Findings)
  • Return of EM: Entity-driven Answer Set Expansion for QA Evaluation, COLING 2025 (Oral)
  • Asking Clarification Questions to Handle Ambiguity in Open-Domain QA, EMNLP 2023, (Findings)
Research Experience
  • Involved in various research projects, including program synthesis, visual biases in evaluation, and adversarial persuasion.
Education
  • Ph.D. student in ECE at Seoul National University, advised by Prof. Kyomin Jung.
Background
  • Ph.D. student at Seoul National University, with a broad interest in machine learning and natural language processing. Particularly interested in Question Answering and fair evaluation metrics.
Miscellany
  • Contact: drl123@snu.ac.kr