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Review of multi-choice machine reading comprehension

He Jifei
Xu Xingjian
Meng Fanjun
College of Computer Science & Technology, Inner Mongolia Normal University, Hohhot 010022, China

Abstract

Machine reading comprehension is one of the research hotspots in the field of natural language processing, it is of great significance to improve the reading ability and intelligence level of the machine. In order to follow up the research progress in related fields, this paper reviewed it. Firstly, this paper introduced the development process and main tasks of machine reading comprehension. Secondly, it focused on the current work of multi-choice machine reading comprehension based on deep learning methods, and described the related work from four aspects: semantic matching, pre-training model, semantic reasoning and external knowledge. Next, it summarized the related datasets and evaluation metrics. Finally, this paper looked forward to the future development trend of multi-choice machine reading comprehension.

Foundation Support

国家自然科学基金资助项目(61841703)
全国高等院校计算机基础教育研究会计算机基础教育教学研究项目(2021-AFCEC-341,2021-AFCEC-342)
内蒙古自然科学基金资助项目(2019MS06014,2019BS06001)
内蒙古哲学社会科学研究专项资助项目(ZSZX21088,ZSZX21092)
内蒙古师范大学引进人才科研启动项目(2017YJRC020)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.11.0589
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 6
Section: Survey
Pages: 1622-1632
Serial Number: 1001-3695(2022)06-004-1622-11

Publish History

[2022-01-10] Accepted Paper
[2022-06-05] Printed Article

Cite This Article

贺吉飞, 徐行健, 孟繁军. 选择式机器阅读理解综述 [J]. 计算机应用研究, 2022, 39 (6): 1622-1632. (He Jifei, Xu Xingjian, Meng Fanjun. Review of multi-choice machine reading comprehension [J]. Application Research of Computers, 2022, 39 (6): 1622-1632. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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