Convolutional Neural Networks for Sentence Classification

This is Chainer based implemantation for Convolutional Neural Networks for Sentence Classification.

Requirements

Code is written in Python 3.5 and requires Chainer and Common-ML.

Using the pre-trained word2vec vectors will also require downloading the binary file from here.

Install the following modules:

pip install chainer
pip install common-ml

Data Preprocessing

To process the raw data, run

python main.py vectorize

Running the models

To process cross validation, run

python main.py cv

Configuration file

See config.xml.