Awesome

IncrementalED

This is the source code for the paper ''Incremental Event Detection via Knowledge Consolidation Networks'' accepted by EMNLP2020.

Requirements

• Pytorch 1.6
• transformers
• python 3.6

Usage

Download datasets

Please download the ACE dataset and KBP dataset, respectively. The raw dataset should be converted to the format as shown in train_data file.

Train and Evaluate model

For training the model, you need to type the following command:

• python train.py

Citation

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).