About

I’m a linked M.S./Ph.D. student at the Data & Language Intelligence (DLI) Lab at Yonsei University, advised by Prof. Dongha Lee.

🔎 Research Interest

• Natural Language Processing
• Knowledge Augmentation for Language Models
• Multi-Agent Interaction
• Reasoning Over Table

📚 Publications

{ } : equal contribution

• Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization
  Kwangwook Seo, Jinyoung Yeo, Dongha Lee
  arXiv (Preprint), 2024 [arxiv]

• VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models
  {Seoyeon Kim, Kwangwook Seo}, Hyungjoo Chae, Jinyoung Yeo, Dongha Lee
  ACL, 2024 [arxiv]

🏆 Honors and Awards

• 1st Prize – Bigcontest 2022 Data Analysis Champion League, MSIT and NIA
  Minister of Science and ICT Award
  Optimal Location Selection of EV Slow Charger [presentation]

• 3rd Prize – 2022 HUFS AI Idea Contetst , HUFS AIEI
  Development of SDGs Implementation Analysis System at Universities based on NLP

• 1st Prize – 2022 HUFS 19th Spring Academic Conference , Department of Brazilian Studies
  Regression Analysis on Brazilian Equity Index and Macroeconomic Influencing Factors

• 2nd Prize – 2021 HUFS 18th Fall Academic Conference , Department of Brazilian Studies
  Financial Ratio Analysis on Brazilian Travel Agencies Before and After COVID-19

📂 Work Experience

• AI Research Intern, Twigfarm
  Sol Project 3rd Internship Program, 2022
  Korean STS benchmark improvement via scoring silver-label inconsistency

📖 Teaching

• [AI Expert] Information Retrieval and Recommendation System (2024), Samsung Electronics SNU R&D Center
  Teaching Assistant
• [AAI3120] Machine Learning (2023F), Yonsei University
  Teaching Assistant
• [AIC2110] Introduction to Data Science (2023F), Yonsei University
  Teaching Assistant