A Survey of Deep Learning-Based Generative Text Summarization

CHEN Mingxuan; XIAO Shibin; WANG Hongjun

doi:10.11907/rjdk.231392

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A Survey of Deep Learning-Based Generative Text Summarization

Updated：2024-06-17

- A Survey of Deep Learning-Based Generative Text Summarization
- “In the field of text processing, deep learning technology has contributed to the development of generative summarization models. Experts have comprehensively investigated DL based ATS, outlined concepts, summarized models and challenges, looked forward to research trends, and provided new ideas for text processing tasks.”
- role： First author , 第一作者 ,
  
  Affiliation：
  School of Computer， Beijing Information Science and Technology University， Beijing 100101，China
  
  Email：
  
  Introduction：陈明轩（1998-），男，北京信息科技大学计算机学院硕士研究生，研究方向为自然语言处理
  
  No information about the author is available
  CHEN Mingxuan
  1 ,
  role： Corresponding author , 通讯作者 ,
  
  Affiliation：
  School of Computer， Beijing Information Science and Technology University， Beijing 100101，China
  TRS Information Technology Co.， Ltd， Beijing 100096，China
  
  Email：
  
  Introduction：肖诗斌（1966-），男，硕士，北京信息科技大学正高级工程师，研究方向为数据库、深度学习、搜索引擎。
  
  No information about the author is available
  XIAO Shibin
  12 ,
  role：
  
  Affiliation：
  TRS Information Technology Co.， Ltd， Beijing 100096，China
  
  Email：
  
  Introduction：王洪俊（1975-），男，博士，拓尔思信息技术股份有限公司高级工程师，研究方向为中文信息处理、信息检索。
  
  No information about the author is available
  WANG Hongjun
  2 ,
- Software Guide Vol. 23, Issue 5, Pages: 212-220(2024)
- Affiliations：
  
  1.School of Computer， Beijing Information Science and Technology University， Beijing 100101，China
  2.TRS Information Technology Co.， Ltd， Beijing 100096，China
- Author bio：
- Funds：
- DOI：10.11907/rjdk.231392
  CLC： TP391.1
- Published：15 May 2024，
  
  Received：17 April 2023，
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陈明轩,肖诗斌,王洪俊.基于深度学习的生成式文本摘要综述[J].软件导刊,2024,23(05):212-220.

CHEN Mingxuan,XIAO Shibin,WANG Hongjun.A Survey of Deep Learning-Based Generative Text Summarization[J].Software Guide,2024,23(05):212-220.
陈明轩,肖诗斌,王洪俊.基于深度学习的生成式文本摘要综述[J].软件导刊,2024,23(05):212-220. DOI： 10.11907/rjdk.231392.

CHEN Mingxuan,XIAO Shibin,WANG Hongjun.A Survey of Deep Learning-Based Generative Text Summarization[J].Software Guide,2024,23(05):212-220. DOI： 10.11907/rjdk.231392.

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A Survey of Deep Learning-Based Generative Text Summarization

CHEN Mingxuan

XIAO Shibin

WANG Hongjun

DOI：10.11907/rjdk.231392