Abstract-generation-using-text-summarizer

Creating abstracts for COVID-19 articles by finding the most important sentences using TextRank algorithm.

Implementation

Step 1: Preprocessing the textbody and title of abstract-less papers
Step 2: Using TextRank algorithm and GloVe embeddings to form summaries of papers having no abstract.
Step 3: Searching for the abstracts through the input keywords provided by the user.

Dataset

The articles were extracted from this dataset: Kaggle

Team Members:

Akshat Jain
Rishit Grover