gaurav104 / TextClassification

Repository of state of the art text/documentation classification algorithms in Pytorch.

attention classification hierarchical-attention-networks pytorch-implementation torchtext imdb-dataset cnn-text-classification convolutional-attention-network hierarchical-attention-network document-classification self-attention

Text-Classification

All the algorithms coded are used for classification of IMDb movie reviews into two categories of positive and negative sentiment.

Algorithms implemented

Multichannel Convolutional Neural Network
Feedforward Attention GRU Network
Hierarchical Attention Network
Convolutional Attention Network
Hierarchical Convolutional Attention Network

About

Repository of state of the art text/documentation classification algorithms in Pytorch.

attention classification hierarchical-attention-networks pytorch-implementation torchtext imdb-dataset cnn-text-classification convolutional-attention-network hierarchical-attention-network document-classification self-attention

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Language:Jupyter Notebook 100.0%