A convolutional neural network based sentiment classification and the convolutional kernel representation

Shen Gao, Huaping Zhang*, Kai Gao

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

This paper presents a multiple layer based convolutional neural network for sentiment analysis. Word embedding is present to learn the features and representations. This paper also presents a convolutional kernel representation for textual data. In order to evaluate the performance, this paper uses short-text corpus to evaluate. Experimental results show the feasibility of the approach.

源语言英语
主期刊名Natural Language Processing and Information Systems - 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Proceedings
编辑Flavius Frasincar, Ashwin Ittoo, Elisabeth Metais, Le Minh Nguyen
出版商Springer Verlag
287-291
页数5
ISBN(印刷版)9783319595689
DOI
出版状态已出版 - 2017
活动22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017 - Liege, 比利时
期限: 21 6月 201723 6月 2017

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10260 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017
国家/地区比利时
Liege
时期21/06/1723/06/17

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