/Relation-Classification-via-Convolutional-Deep-Neural-Network

implementation of Relation Classification via Convolutional Deep Neural Network

Primary LanguagePython

Relation Classification via Convolutional Deep Neural Network

This is an implementation of paper Relation Classification via Convolutional Deep Neural Network in PyTorch

Model

Environment

  • Python 3.*
  • PyTorch 0.3.*
  • fire 0.1.2

Data

The experiment data is SemEval-2010 task8 data, and is available at link

Usage

Data preprocess

python process.py --in_filename=ARGS --out_filename=ARGS

Training

python cnn_train.py --KEY=VALUE

Result

Accuracy 67.84%

TODO

parameters fine-tune, so as to improve the accuracy