State-of-the-Art Natural Language Processing

Learning Objectives

By the end of this chapter, you will be able to:

• Evaluate vanishing gradients in long sentences
• Describe an attention mechanism model as a state-of-the-art NLP domain
• Assess one specific attention mechanism architecture
• Develop a neural machine translation model using an attention mechanism
• Develop a text summarization model using an attention mechanism

This chapter aims to acquaint you with the current practices and technologies in the NLP domain.