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

• QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning
  Minsoo Kim, Jongyoon Kim, Jihyuk Kim, Seung-won Hwang
  EMNLP 2024
  

• Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
  YeonJoon Jung, Jaeseong Lee, Seungtaek Choi, Dohyeon Lee, Minsoo Kim, Seung-won Hwang
  EMNLP 2024
  

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

• 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