Papers

BERT: Pre-Training of Deep Bidirectional Transformers for Language Understanding

• Original paper introducing BERT

Lectures

BERT and Other Pre-trained Language Models

• Stanford Lecture Winter 2020

Videos

BERT Neural Network - Explained!

• Lesson by CodeEmporium

How to get meaning from text with language model BERT

• Explanation with 3-D visuals

BERT Paper Walkthrough

• By Yannic Kilcher

Posts

The Illustrated BERT, ELMo, and co.

• Detailed post on BERT and similar models

BERT

• Section on BERT from a Lilian Weng blog post

Code Examples

BERT Model

• Tensorflow code and pre-trained models for BERT by Google Research

BERT End to End (Fine-tuning + Predicting) with Cloud TPU

• A google colab tutorial on fine-tuning BERT with a TPU

BERT-Keras

• Keras implementation of BERT with pre-trained weights

Fine-Tuning BERT

• A tensorflow tutorial on fine-tuining BERT

• Another TF tutorial: Classifying text with BERT

APIs

Transformers - BERT

• An api for using BERT

Paper for the api