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Algorithm Research & Explore
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687-690

Study of distributional representation of Chinese words

Cao Xuefei
Li Jihong
Wang Ruibo
School of Software Engineering, Shanxi University, Taiyuan 030006, China

Abstract

To solve the problem of parameters selection in the process of constructing the distributional representations of Chinese words, this paper performed a systematic study. It selected six kinds of parameters for comparison experiments, and evaluated the quality of the distributional representations of Chinese words obtained under different parameter settings on the Chinese semantic similarity task. The experimental results show that, by choosing appropriate parameters, the distributional representations of Chinese words can also get higher performance on the similarity task, moreover, the quality of such high-dimensional distributional representations is even superior to low-dimensional word representations based on neural network or matrix factorization.

Foundation Support

国家社会科学规划基金资助项目(16BTJ034)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2017.09.0917
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 3
Section: Algorithm Research & Explore
Pages: 687-690
Serial Number: 1001-3695(2019)03-009-0687-04

Publish History

[2019-03-05] Printed Article

Cite This Article

曹学飞, 李济洪, 王瑞波. 基于分布的中文词表示研究 [J]. 计算机应用研究, 2019, 36 (3): 687-690. (Cao Xuefei, Li Jihong, Wang Ruibo. Study of distributional representation of Chinese words [J]. Application Research of Computers, 2019, 36 (3): 687-690. )

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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