Very Deep Convolutional Neural Network For Text Classification

Based on paper https://arxiv.org/abs/1606.01781 proposed by Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann Lecun (2016)

toxic.ipynb

This notebook contains end to end implementation on recent Kaggle Competition https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge. On private leaderboard it achieved 0.9653 score and on public it achieved 0.9608.

Name		Name	Last commit message	Last commit date
Conneau et al. - 2016 - Very Deep Convolutional Networks for Text Classification.pdf		Conneau et al. - 2016 - Very Deep Convolutional Networks for Text Classification.pdf
README.md		README.md
VDCNN_tf.py		VDCNN_tf.py
toxic.ipynb		toxic.ipynb