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EIN

This repository is the implementation of The Web Conference 2025 (WWW'25) paper: Epidemiology-informed Network for Robust Rumor Detection

SNS

run main.py to train and test the model.

Requirements:

  • python==3.12
  • pytorch==2.3.1
  • torch_geometric==2.5.3
  • tqdm==4.66.4
  • sklearn==1.5.0
  • scipy==1.14.0
  • numpy==1.26.4
  • pandas==2.2.2
  • jieba==0.42.1
  • nltk==3.8.1
  • gensim==4.3.2
  • transformers==4.42.3
  • yaml==0.2.5 =======

在DRWeibo增加資料夾high_confidence_files,建立processed和raw資料夾

DRWeibo
│
├── high_confidence_files
│   ├── processed
│   │   ├── data.pt
│   │   ├── pre_filter.pt
│   │   └── pre_transform.pt
│   └── raw
│       └── [篩選過後的檔案]

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