Yukyung Lee ☕️
Yukyung Lee

Postdoctoral Associate

Boston University (tinlab.)

I am postdoctoral associate at Boston University, working with Prof. Najoung Kim and Prof. Sebastian Schuster. I received my Ph.D. from Korea University, advised by Prof. Pilsung Kang. During my Ph.D, I was research intern at NAVER and contributed to CLOVA for Writing. I completed my B.S. at HUFS, advised by Prof. Chungmok Lee

My research centers on Applied NLP, with a long-term vision of ‘Building Goal-Oriented Language Intelligence with Robust Evaluation’. My current interests include Language Model Evaluation, Agent, Writing with AI, Conversational AI, and Anomaly Detection.

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Interests
  • Language Model Evaluation
  • LLM Agent
  • Writing with AI
  • Conversational AI
  • Anomaly Detection
Education
  • PhD Industrial Management & Engineering

    Korea University

  • BSc Industrial Management & Engineering and BA International Finance

    HUFS

Recent News
Recent Publications
(2025). CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists. Extended version: Under Review | Workshop version: HEAL@CHI2024.
(2025). Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models. NAACL 2025 (Industry Track).
(2024). A Gradient Accumulation Method for Dense Retriever under Memory Constraint. NeurIPS 2024.
(2024). DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training. In Knowledge-Based System (IF = 8.8) and KnowledgeNLP@KDD 2023.
(2024). RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information. Engineering Applications of Artificial Intelligence (IF = 8.0).