COVID-19 Research Paper Ranking using Natural Language Processing

Use:

There are more than 100K research papers published on COVID-19. It is impossible for a human to read all the papers and select the relevant papers.

Hence using NLP we can find ranking of papers based on relevance to a specific question.

Dataset:

The dataset of research papers is available on Kaggle.com

Algorithms Used

1. GloVe vectors + Cosine Similarity
2. GloVe vectors + KNN
3. GloVe vectors + CNN
4. TF-IDF
5. Topic Modelling : EDA
6. BERT : Sentence Transformers
7. Text Summarisation

Team

1. Raj S. Jagtap
2. Raj Hansini Khoiwal
3. Rajat Kumar Singh
4. Rahul Baviskar
5. Kalyani Goyal
6. Pulaksh Garg