WangGeStu / RDEA

Source code for SIGIR 2021 paper "Rumor Detection on Social Media with Event Augmentations"

RDEA

Source code for SIGIR 2021 paper Rumor Detection on Social Media with Event Augmentations

Dependencies

python 3.7
pytorch 1.8.1
pytorch_geometric 1.7.0

Usage

create "Twitter15graph" folder and "Twitter16graph" folder in the data folder

python ./Process/getTwittergraph.py Twitter15 # pre-process the Twitter15 dataset
python ./Process/getTwittergraph.py Twitter16 # pre-process the Twitter16 dataset

python ./Model/train.py Twitter15 100 # Run RDEA for 100 iterations on Twitter15 dataset
python ./Model/train.py Twitter16 100 # Run RDEA for 100 iterations on Twitter16 dataset

Dataset

We use Twitter15 and Twitter16 dataset for the experiment.
To learn more about the dataset, please refer to RvNN for more details.

About

If you have any question, please contact zhenyu dot h at outlook dot com

If you find this code useful, please cite our paper.