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SUTD Capstone S21 - NLP Pipe [Topic Modelling Module]

This repository contains experimental scripts for different Topic Modelling related programmes

LDA + ANN Classifier

A traditional Text Classifier using Bag of Words, LDA models to generate feature vectors representing a particular document, and feed them into an Artificial Neural Network as a multi-class classifier

Run the script

Please refer to lda_supervised.ipynb for step-by-step running instructions

GCN Text Classifier

A better classifier using Graph Convolutional Network (GCN)

Run the script

Please refer to gcn.ipynb for step-by-step running instructions

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Capstone Topic Modelling programme

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