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Splo2t/README.md

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Hi there, I'm Hyunwook Yu πŸ‘‹

I'm currently studying at Chung-Ang University's Data Intelligence Lab

  • 🌱 I'm currently learning about advanced NLP, ML and Graph techniques
  • πŸ’¬ Ask me about anything related to NLP, ML, or Graph!
  • πŸ“« How to reach me: [email protected]
  • ⚑ Fun fact: I love baseball and custom keyboard!

Research Interests

  • Large Language Models
  • Information Retrieval
  • Data Science

Publications (* indicates equal contributions)

  • CPSRank: Unsupervised Keyphrase Extraction via Contextual Perturbation
    Hyunwook. Yu, M. Kim, E. Kim, M. Kim,
    CIKM 2025 (Short Paper) | ACM International Conference on Information and Knowledge Management | [BKCSA IF 3]
    Paper | Code

  • KRongBERT: Enhanced factorization-based morphological approach for the Korean pretrained language model
    Hyunwook. Yu, Y. Cho, G. Park, M. Kim,
    Information Processing and Management, Vol.62, No.3, pp. 104072, 2025 | [JCR JIF Top 5%]
    Paper | Code

  • Action-Concentrated Embedding Framework: This is your captain sign-tokening
    Hyunwook. Yu*, S. Sin*, J. Heo, H.Shin, H Kim, M Kim,
    LREC-COLING 2024 | Joint International Conference on Computational Linguistics, Language Resources and Evaluation | [BKCSA IF 2]
    Paper | Code

Professional Services

  • Open-Source Contributor β€” Contributed approved PR to Hugging Face peft
  • Adjunct Instructor, β€œBasic of computer system” (CAU, Spring 2025)

Education

  • Ph.D. Department of Computer Science and Engineering, Chung-Ang University, Seoul, Korea, Feb. 2024. ~
  • M.S. Department of Computer Science and Engineering, Chung-Ang University, Seoul, Korea, Feb. 2022. ~ Feb 2024.
  • B.S.. Department of Computer Science and Engineering, Chung-Ang University}, Seoul, Korea, Feb. 2018. ~ Feb 2022.

πŸ“Š GitHub Stats

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  1. huggingface/peft huggingface/peft Public

    πŸ€— PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

    Python 20.5k 2.2k

  2. yymin1022/Wa_API yymin1022/Wa_API Public

    와.. 봇 API μ„œλ²„

    Python 13 21

  3. Data-Intelligence-Lab/DEFT-korean-alpaca Data-Intelligence-Lab/DEFT-korean-alpaca Public

    Jupyter Notebook 23 2