Apply Normalized Accessor Variety in Chinese Word Segmentation

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 复杂系统研究团队

	Apply Normalized Accessor Variety in Chinese Word Segmentation
	He, Saike1 ; Wang, Xiaojie 2; Yuan Dong 1,3; Zhang, Taozheng 2; Bai, Xue 2
刊名	Journal of Chinese Information Processing
	2010-01
卷号	24 期号:1 页码:1-5
关键词	Computer application Chinese Information Processing Unsupervised Segmentation CRFs Normalized Accessor Variety
通讯作者	He, Saike
英文摘要	This paper proposes a method combining supervised learning with unsupervised method to conduct Chinese word segmentation(CWS),which incorporates the Accessor Variety(AV) into the Conditional Random Fields(CRFs).To solve the flaw in Accessor Variety(AV) when dealing with limited training data,normalization is introduced to alleviate the fluctuation in the AV value in the phrase of unsupervised segmentation.Experiments on the Bakeoff-4 data indicate that normalized Accessor Variety is effective both for close and open tracks..
收录类别	SCI
语种	中文
公开日期	2016-05-03
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/10774]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_复杂系统研究团队
作者单位	1.School of Information and Communication Engineering, Beijing University of Posts and Telecommunications 2.School of Computer Science and Technology, Beijing University of Posts and Telecommunications 3.France Telecom R&D (Beijing)
推荐引用方式 GB/T 7714	He, Saike,Wang, Xiaojie,Yuan Dong,et al. Apply Normalized Accessor Variety in Chinese Word Segmentation[J]. Journal of Chinese Information Processing,2010,24(1):1-5.
APA	He, Saike,Wang, Xiaojie,Yuan Dong,Zhang, Taozheng,&Bai, Xue.(2010).Apply Normalized Accessor Variety in Chinese Word Segmentation.Journal of Chinese Information Processing,24(1),1-5.
MLA	He, Saike,et al."Apply Normalized Accessor Variety in Chinese Word Segmentation".Journal of Chinese Information Processing 24.1(2010):1-5.