Distributed Machine Learning with Python by Guanhua Wang

Author:Guanhua Wang
Language: eng
Format: epub
Publisher: Packt Publishing Pvt Ltd
Published: 2022-04-05T00:00:00+00:00

Next, we will discuss common NLP models used nowadays.

ELMo, BERT, and GPT

In this section, we will explain several classic NLP models used nowadays, namely ELMo, BERT, and GPT.

Before we dive into these complicated model structures, we will first illustrate the basic concept of a Recurrent Neural Network (RNN) and how it works. Then, we will move on to the transformers. This section will cover the following topics:

Basic concepts

RNN

ELMo

BERT

GPT

We will start with introducing RNNs.

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