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ezzy4me/README.md

Sangmin Song

Profile

Patent

  • 기계학습에 기반한 예측을 이용하여 보완 대체 의사소통을 제공하는 장치 및 방법
    • Patent Number : 10-2573967 | Docs

Publications

International Publications

  • KICK: Korean Football In-game Conversation State Tracking Dataset for Dialogue and Turn Level Evaluation

    • Sangmin Song, Juhyeong Park, Juhwan Choi, Junho Lee, Kyohoon Jin and Youngbin Kim
    • EAAI (IF: 7.5)
    • Paper | Code

  • Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation

    • Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song and Youngbin Kim
    • LREC-Coling 2024
    • Paper | Code

  • SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels

    • Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song and Youngbin Kim
    • ICLR 2023 Tiny Papers
    • Paper | Review | Code
    • Selected as notable work with presentation

  • AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes

    • Juhwan Choi, Kyohoon Jin, Junho Lee, Sangmin Song and Youngbin Kim
    • EACL 2024
    • Paper | Code

  • Soccer’s AI transformation: deep learning’s analysis of soccer’s pandemic research evolution

    • Jea-Woog Lee, Sangmin Song, YoungBin Kim, Seung-Bo Park, Doug Hyun Han
    • Frontiers in Psychology
    • Paper

Domestic Publications

2023

  • 게임 개발에 적용된 GAN 기반 인공지능을 활용한 효율적인 2D 애니메이션 배경 생성 프레임워크

    • Ji Sun Byun, Sangmin Song, Eun-Kyong Hwang, Seong-Won Park, Jae-Woong Kim
    • 한국콘텐츠학회논문지 제23권 제8호
    • Paper

  • 소프트 라벨을 적용한 규칙 기반 텍스트 데이터 증강 기법

    • Juhwan Choi, Junho Lee, Sangmin Song, Kyohoon Jin and Youngbin Kim
    • 대한전자공학회 2023년도 하계종합학술대회
    • Paper | Poster

  • 낯선 데이터를 활용한 과잉신뢰 완화 텍스트 증강 기법

    • Junho Lee, Sangmin Song, Juhwan Choi, Juhyoung Park, Kyohoon Jin and Youngbin Kim
    • 한국HCI학회 2023년도 학술대회
    • Paper | Presentation

2022

  • 수학 문장제 해결을 위한 PLM기반 수리적 추론의 필요성에 대한 성능 비교
    • Sangmin Song, Kyohoon Jin, Sujin Cho, Eunju Lee, YoungBin Kim
    • 한국정보과학회 2022 한국컴퓨터종합학술대회 논문집
    • Paper | [Poster]

Skills

Languages

  • Native: Korean, Jeju
  • Fluent: English

Programming Languages

  • Python, Linux Shell, C MySQL, R, SAS, SPSS, JavaScript

Programming Libraries & Tools

  • PyTorch | Scikit-learn | Git

Pinned Loading

  1. KICK KICK Public

    KICK: KICK: Korean Football In-game Conversation State Tracking Dataset for Dialogue and Turn Level Evaluation

    Python

  2. bcell_proj bcell_proj Public

    ESM-1b to predict B-cell epitopes (linear peptides) in antigen proteins

    Python

  3. text_distortion_augment text_distortion_augment Public

    Forked from fhzh123/text_distortion_augment

    text_distortion project.

    Jupyter Notebook

  4. kcbert kcbert Public

    Jupyter Notebook

0