Haneul Yoo
Scholar

Haneul Yoo

Google Scholar ID: 9voXzU0AAAAJ
KAIST
machine learningnatural language processinglanguage modeling
Citations & Impact
All-time
Citations
363
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Presented three papers at ACL 2025: DREsS, CSRT, and CSCL
  • Two papers accepted at NeurIPS 2025: BenchHub (Efficient Reasoning) and Language Confusion in Code-Switching (LLM-Eval)
  • Paper 'Shared Heritage, Distinct Writing' accepted at IJCNLP-AACL 2025
  • Organizer of MELT Workshop at COLM 2025
  • First-authored paper 'Code-Switching Curriculum Learning for Multilingual Transfer in LLMs' published in ACL Findings 2025, introducing CSCL—a curriculum learning method inspired by human second-language acquisition that improves cross-lingual transfer in LLMs for Korean, Japanese, and Indonesian
  • Proposed Code-Switching Red-Teaming (CSRT) for joint evaluation of multilingual understanding and safety in LLMs
Research Experience
  • Visiting scholar at New York University (NYU) since September 2025 (6-month appointment)
  • Former lecturer at Boostcamp AI Tech, supported by NAVER Connect Foundation
  • Internships at:
  • - NAVER AI Lab
  • - Upstage
  • - KEPCO Research Institute
  • - CSIRO
Background
  • Researcher in machine learning (ML) and natural language processing (NLP)
  • Ultimate goal: reducing communication disparities across languages and cultures using large language models (LLMs)
  • Focuses on inclusive LLMs through:
  • - Advancing multilingual language modeling
  • - Developing resources and evaluation methods for low-resource languages
  • - Innovating LLM-driven education to support English as a Foreign Language (EFL) learning