How to Generate a Good Word Embedding

	How to Generate a Good Word Embedding
	Lai Siwei; Liu Kang; He Shizhu; Zhao Jun
发表期刊	IEEE INTELLIGENT SYSTEMS
	2016-11-01
卷号	31 期号:6 页码:5-14
文章类型	Article
摘要	Three critical components in training word embeddings are the model, corpus, and training parameters. By systemizing existing neural-network-based word embedding methods, it performs experimental comparison among these components using the same corpus.
关键词	Word Embedding
WOS标题词	Science & Technology ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号	WOS:000389221200003
引用统计	被引频次：179[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/40814
专题	多模态人工智能系统全国重点实验室_自然语言处理
通讯作者	Liu Kang
推荐引用方式 GB/T 7714	Lai Siwei,Liu Kang,He Shizhu,et al. How to Generate a Good Word Embedding[J]. IEEE INTELLIGENT SYSTEMS,2016,31(6):5-14.
APA	Lai Siwei,Liu Kang,He Shizhu,&Zhao Jun.(2016).How to Generate a Good Word Embedding.IEEE INTELLIGENT SYSTEMS,31(6),5-14.
MLA	Lai Siwei,et al."How to Generate a Good Word Embedding".IEEE INTELLIGENT SYSTEMS 31.6(2016):5-14.