Minsoo Kim

Minsoo Kim

Minsoo Kim

Hello, I am a Ph.D student in the Language and Data Intelligence Lab at Seoul National University, advised by Prof. Seung-won Hwang. Previously, I graduated from Dartmouth studying Economics and Computer Science.

My research focus is on language-based agents which interact with environments. My interests include text-based games, information retrieval, language models, and reinforcement learning.

Publications

  • RaDA: Retrieval-augmented Web Agent Planning with LLMs
    Minsoo Kim, Victor Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang
    Findings of ACL 2024

  • Chaining Event Spans for Temporal Relation Understanding
    Jongho Kim, Dohyeon Lee, Minsoo Kim, Seung-won Hwang
    EACL 2024

  • Relevance-assisted Generation for Robust Zero-shot Retrieval
    Jihyuk Kim, Minsoo Kim, Joonsuk Park, Seung-won Hwang
    EMNLP (Industry Track) 2023

  • Intervention-Based Alignment of Code Search with Execution Feedback
    Hojae Han, Minsoo Kim, Seung-won Hwang, Nan Duan, Shuai Lu
    Findings of EMNLP 2023

  • Retrieval-augmented Video Encoding for Instructional Captioning
    YeonJoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo and Seung-won Hwang
    Findings of ACL 2023

  • PLM-based World Models for Text-based Games
    Minsoo Kim, YeonJoon Jung, Dohyeon Lee, Seung-won Hwang
    EMNLP 2022
    paper code

  • Collective Relevance Labeling for Passage Retrieval
    Jihyuk Kim, Minsoo Kim, Seung-won Hwang
    NAACL 2022 (short)
    paper code

  • Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption
    Garam Lee*, Minsoo Kim*, Jai Hyun Park*, Seung-won Hwang, Jung Hee Cheon
    NAACL 2022 (short)
    paper

  • Bridging Code-Text Representation Gap using Explanation
    Hojae Han, Youngwon Lee, Minsoo Kim, Seung-won Hwang
    ACML 2021
    paper

  • A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology
    Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Minsoo Kim
    DLMIA (workshop at MICCAI 2017)
    paper

  • Multiple Timescale Gated Recurrent Unit for Summarization
    Minsoo Kim, Dennis Singh Moirangthem, Minho Lee
    RepL4NLP (workshop at ACL 2016)
    paper code

Industry Experience

  • Adobe Research (2023.06 - 2023.09)
    Research Intern

  • Naver (2021.05 - 2021.07)
    Research Intern

  • Naver (2020.01 - 2020.02)
    Research Intern

  • Lunit (2016.11 - 2019.03)
    Research Scientist