This is the source code for the paper ''Incremental Event Detection via Knowledge Consolidation Networks'' accepted by EMNLP2020.
- Pytorch 1.6
- transformers
- python 3.6
Please download the ACE dataset and KBP dataset, respectively. The raw dataset should be converted to the format as shown in train_data file.
For training the model, you need to type the following command:
- python train.py
If you use the code, please cite this paper:
Pengfei Cao, Yubo Chen, Jun Zhao, Taifeng Wang. Incremental Event Detection via Knowledge Consolidation Networks. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020).