Natural Language Entity Extraction and Question Answering Using BERT

In this project we'll extract information from unstructured medical text. In particular:

Extracting disease labels from clinical reports

• Text matching
• Evaluating a labeler
• Negation detection
• Dependency parsing

Question Answering with BERT

• Preprocessing text for input
• Extracting answers from model output

This project is inspired by this work done by Irvin et al.