shubham0730 / simplifyme

An NLP based text summarization tool

SimplifyMe

The project aims to build a NLP based text summarization tool. With rise of machine learning models like transformers it has become easier than before to process and generate new text. We aim to use BART transformer model which is developed by facebook.

Instruction to Execute Program

Run the following commands to execute the program successfully

To install python requirements
pip install -r requirement.txt

To Generate Summary
python app.pyw

Model

To download the trained model visit the Google Drive

Interface

Generated Summary

Here is a snapshot of Summary Generated by our Model on paper