Simple Text Multi Classification Task Using Keras BERT
Introduction
BERT is a really powerful language representation model that has been a big milestone in the field of NLP. It has greatly increased our capacity to do transfer learning in NLP. It comes with great promise to solve a wide variety of NLP tasks. Definitely you will gain great knowledge by the end of this article, keep reading. I am sure you will get good hands-on experience with the BERT application. Before deep-diving into actual code, let’s understand BERT.
What is BERT?
BERT is a model that knows to represent text. You give it some sequence as an input, it then looks left and right several times and produces a vector representation for each word as the output. At the end of 2018 researchers at Google AI Language open-sourced a new technique for Natural Language Processing (NLP) called BERT (Bidirectional Encoder Representations from Transformers). A major