Medical-Papers-Skimming

Also Known as SkimLit or PubMed.

In this notebook, I replicated a state-of-the-art (NLP) model to breakdown research abstracts into smaller, more understandable pieces to help researchers skim through literatures.

Data Source:

• Research paper link
• GitHub link

Model Score on validataion data:

• Accuracy on previously unseen data of %86.27
• precision on previously unseen data of 0.863
• recall on previously unseen data of 0.863
• F1 on previously unseen data of 0.860

Problem Type:

• Text Classification

Notebook Link