We provide sample sentences from ACE05 for illustration purposes.
To reproduce our study, replace the 'test_sample.txt' file with full dataset.
Please refer to https://catalog.ldc.upenn.edu/ldc2006t06 for the full dataset acquirement.
Requirement: PyTorch (tested on 0.4), Python(v3)
run train.py to start training
Configurations of the model and training are in config.py
Some important configurations:
- if_gpu: whether to use GPU for training
- input_dropout: whether to add dropout layer
- if_pretrained: whether to using Glove pretrained embeddings