IJCNN 2020 BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection
Pytorch 1.4.0 Python 3.8
Twitter: “verifying multimedia use” task by MediaEval Benchmarking Initiative for Multimedia Evaluation
Weibo: download from https://drive.google.com/file/d/14VQ7EWPiFeGzxp3XC2DeEHi-BEisDINn/view?usp=sharing
For Twitter dataset:
python BDANN_twitter.py
For Weibo dataset:
python BDANN_weibo.py
https://github.com/xiaolan98/RemovedPostsFromWeibo
@inproceedings{zhang2020bdann,
title={BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection},
author={Zhang, Tong and Wang, Di and Chen, Huanhuan and Zeng, Zhiwei and Guo, Wei and Miao, Chunyan and Cui, Lizhen},
booktitle={2020 International Joint Conference on Neural Networks (IJCNN)},
pages={1--8},
year={2020},
organization={IEEE}
}