NLP Capstone Project: Text summarizer and annotation tool using BERT (Jan'2020 -Apr'2020)

This project is a collaboration between Nvidia and Republic Polytechnic (RP) as a capstone project for the Tech Immersion and Placement Programme (TIPP) programme by Infocomm Media Development Authority (IMDA).

Goal

• The goal of this project is to provide an annotation tool, to differentiate key takeaways in a corpus of text.
• The summarisation technique will be powered by Bidirectional Encoder Representations from Transformers (BERT) models.

Brief

• Development environment - Windows 8 / Windows 10
• Streamlit and Flask
• Python
• Transformer
• Newspaper3k
• Tensorflow
• Pytorch

Documents (docs folder)

• Powerpoint slides/ Demo
• Report
• Poster