Implementation of ACL 2015 Paper:
Classifying Relations by Ranking with Convolutional Neural Networks
Here is the link to download this dataset: link
You will also need to download some pre-trained embeddings like GloVe.
tensorflow (1.3.0)
spacy
pandas
numpy
scikit-learn
Update paths in model_config.yml, then start training as:
python3 -m train_crcnn
Once the training is finished and you have trained models in your model directory, evaluate a model as:
python3 -m test_crcnn --config_file <full path of saved .yml config file in your model directory --model_name <checkpoint prefix of the model you want to evaluate>