Big Data Research ›› 2023, Vol. 9 ›› Issue (2): 99-109.doi: 10.11959/j.issn.2096-0271.2023014

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Intelligent text generation: recent advances and challenges

Xiaojun WAN   

  1. Wangxuan Institute of Computer Technology, Peking University, Beijing 100080, China
  • Online:2023-03-15 Published:2023-03-01
  • Supported by:
    The National Natural Science Foundation of China(62161160339);The National Key Research and Development Program of China(2021YFF0901502)

Abstract:

Intelligent text generation is one of the advanced research directions in the fields of artificial intelligence and natural language processing.It is one of key technologies for making AIGC successful, and it has been highly concerned by both academia and industry in recent years.The technology has been deployed and used in many application areas including media publishing and e-commerce, and it can much improve the efficiency of text content production.The systematic overview of the applications of intelligent text generation and the mainstream ways of text generation were given.And the recent deep learning techniques for text generation were introduced.Lastly, the challenges faced by neural text generation were summarized.

Key words: intelligent text generation, natural language generation, machine writing, natural language processing

CLC Number: 

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