csong27 / NgramNeuralNetworks

This is the final course project for natural language processing

N-gram Neural Networks

This is the final course project for natural language processing.

Neural Networks

N-gram Layers The implementations for Unigram to Trigram Layers are here.

Recurrent Layers The implementations for LSTM and GRU Layers are here.

N-gram Neural Network The implementations for different network architectures are here.

Training

There are several wrappers in this file.

To run, you need to first extract the datasets from here.