Natural Language Understanding
Poornachandra Sarang
Abstract
In the last chapter, you used the SEQ2SEQ model along with the Attention to perform a language translation. In this chapter, I will show you a more sophisticated technique for Natural Language Processing. You will learn to use the latest innovation in natural language modeling called Transformer. The Transformer model eliminates the need for LSTMs and produces far better results than the SEQ2SEQ model that uses LSTMs. So, let us understand what a Transformer model is.
Topics & Concepts
TransformerComputer scienceNatural languageArtificial intelligenceNatural language processingMachine translationLanguage modelEngineeringElectrical engineeringVoltageNatural Language Processing Techniques