Existing Tools for Named Entity Recognition

In conjunction with our tutorial for fine-tuning BERT on Named Entity Recognition (NER) tasks here, we wanted to provide some practical guidance and resources for building your own NER application since fine-tuning BERT may not be the best solution for every NER application.

Trivial BERsuiT - How much trivia does BERT know?

by Chris McCormick

Question Answering with a Fine-Tuned BERT

What does it mean for BERT to achieve “human-level performance on Question Answering”? Is BERT the greatest search engine ever, able to find the answer to any question we pose it?

BERT Research - Ep. 1 - Key Concepts & Sources

1. Introduction

GLUE Explained: Understanding BERT Through Benchmarks

By Chris McCormick and Nick Ryan