This is the source code for the paper:
Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen and Ralph Grishman, in Proceedings of NAACL Workshop on Vector Space Modeling for NLP, Denver, Colorado, June, 2015.
Much of this code is modified from: https://github.com/yoonkim/CNN_sentence
This code is written when i started my deep learning journey so it is not optimal :).
There are two steps to run this code:
- Preprocessing: using file
dist_process_data.py
You will need to have the ACE 2005 data set in the format required by this file. We cannot include the data in this release due to licence issues.
- Train and test the model: using file
dist_conv_net_sentence_oneFold.py
This step takes the output file in step 1.
THE CODE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND.