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Distinguish_Click-bait

Alpaco NPL mini-project

Team

  • 손보영, 이성준, 옥지성, 전영욱, 허 권
  • PPT

Introduction

  • 기사와 내용일 일치하지않은, 클릭을 유도하는 피시성 기사를 가리기 위해 진행한 프로젝트
  • 딥러닝을 이용해 기사의 내용을 간략하게 요약하고, 헤드라인과 비교

Model and Data

Envs and Requierments

  • Google Colab, VScode
  • Tensorflow, Hugging Face, transformers, Pandas

Progress

  • 데이터셋 구축
  • 데이터셋 정제
    json -> dictionary
    데이터셋에서 제목, 원문, 추출요약, 생성요약 추출
  • transform AutoTokenizer 사용
  • Hugging Face 이용하여 모델 구축 - mT5 모델에 fine-tuning

distinguish_click-bait's People

Contributors

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Watchers

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