Neural Language Models in Natural Language Processing

Abstract

People cannot live without natural language in their daily life, and natural language is also an essential part of the heritage of human civilization. With the rapid development of information technology and the explosive growth of various data, natural language processing (NLP) technology based on deep learning and other technologies in the field of artificial intelligence has emerged as the times require. With the rapid development of deep learning models in recent years, breakthroughs have been made in the field of natural language processing. Based on recent research, this paper briefly introduces the development process of deep learning, the concepts of deep learning and NLP, the methods of deep learning used to solve the core problems of NLP, the application of the neural network model in natural language modeling. This paper summarizes the current development achievements and forecasts its future development.