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Yoonsang Lee

CS PhD @ Princeton
yoonsang at princeton dot edu

Hello! I am a Ph.D. student in Computer Science at Princeton University, advised by Danqi Chen. Prior to that, I was an undergrad at Seoul National University, fortunate to be working with Eunsol Choi.

My research focuses on NLP, where I am interested in making large language models better utilize dynamic information and acquire meaningful knowledge.

Recently, I’ve been thinking about Retrieval-augmented generation, Deep research agents, and Human-AI interaction. Feel free to reach out for collaboration!


News

  • (Oct/25) Attending COLM 2025 at Montreal πŸ‡¨πŸ‡¦
  • (Aug/25) Started my PhD at Princeton University
  • (Aug/25) Received Best Undergraduate Thesis award
  • (Jul/25) One paper accepted at COLM 2025
  • (Jun/25) Received KFAS PhD Scholarhsip
  • (Sep/24) One paper accepted at EMNLP 2024
  • (Jul/24) One paper accepted at COLM 2024
  • (Mar/24) One paper accepted at NAACL 2024

  • Publications

    RARe: Retrieval Augmented Retrieval With In-context Examples
    Atula Tejaswi, Yoonsang Lee, Sujay Sanghavi*, Eunsol Choi*
    COLM 2025

    Disentangling Questions from Query Generation for Task-Adaptive Retrieval
    Yoonsang Lee, Minsoo Kim, Seung-won Hwang
    Findings of EMNLP 2024 (short)
    ENLSP Workshop @ NeurIPS 2024

    [poster]

    AmbigDocs: Reasoning across Documents on Different Entities under the Same Name
    Yoonsang Lee, Xi Ye, Eunsol Choi
    COLM 2024

    [Project Website] [poster]

    Crafting In-context Examples according to LMs' Parametric Knowledge
    Yoonsang Lee*, Pranav Atreya*, Xi Ye, Eunsol Choi
    Findings of NAACL 2024

    [poster]

    MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty
    Yoonsang Lee*, Dongryeol Lee*, Kyomin Jung
    ArgMining Workshop @ EMNLP 2023

    [poster]


    Education

    Princeton University Aug 2025 - Present

    Seoul National University Mar 2019 - Aug 2025


    Teaching

    Teaching Assistant
    054.003 Understanding Large Language Models Fall 2024
    4190.407 Algorithms Spring 2024
    4190.308 Computer Architecture Spring 2023
    4190.206A Electrical and Electronic Circuits Fall 2020

    Service

    Conference Reviewer: ACL ARR 2024, ICLR 2024
    Workshop Reviewer: ACL SRW 2024, ENLSP 2024, KnowledgeNLP 2025