Invited Talks Invited Talk #1 Deep Learning for NLG and Its Application For Chatbot System

摘要

In this talk, we focus on showing the state-of-the-art works on natural language generation(NLG) using deep learning approaches. We will highlight existing works on NLG from the leading natural language processing conferences in 2018. We then present the application of NLG in the chatbot systems. The first part of the tutorial will show the background knowledge on deep learning for natural language processing. The second part will discuss NLG techniques from the basic to the state of the art techniques. The third part will show how NLG techniques are used in spoken dialog systems (i.e. Microsoft's Cortana, Apple's Siri, Amazon Alexa, Google Assistant, and Facebook's M) and Chatbot systems. The final part will give a conclusion with our discussion on the challenging of NLG when exploiting for the Vietnamese language.