Yoonsang Lee
CS @ SNU
lysianthus at snu.ac.kr
Hello! I am a senior student at Seoul National University, advised by Prof. Eunsol Choi. Previously, I was fortunate to be working with Prof. Seung-won Hwang and Prof. Juho Kim.
My research focuses on NLP, where I am interested in making language models better utilize dynamic information and acquire meaningful knowledge. Current areas of interest include:
- Knowledgeable LMs: How do LMs store parametric knowledge? How to incorporate external information through retrieval-augmented generation?
- Interactive LMs: How can LMs learn from and adapt to individual preferences? How can LM agents anticipate user needs and take proactive actions?
Publications
RARe: Retrieval Augmented Retrieval With In-context Examples
Atula Tejaswi, Yoonsang Lee, Sujay Sanghavi, Eunsol Choi
arXiv Preprint 2024
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
- B.S. in Computer Science and Engineering
- Exchange Student in Computer Science