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Lexicalized beam thresholding parsing with prior and boundary estimates
Xiong, DY; Liu, Q; Lin, SX
刊名Computational linguistics and intelligent text processing
2005
卷号3406页码:132-141
ISSN号0302-9743
通讯作者Xiong, dy()
英文摘要We use prior and boundary estimates as the approximation of outside probability and establish our beam thresholding strategies based on these estimates. lexical items, e.g. head word and head tag, are also incorporated to lexicalized prior and boundary estimates. experiments on the penn chinese treebank show that beam thresholding with lexicalized prior works much better than that with unlexicalized prior. differentiating completed edges from incomplete edges paves the way for using boundary estimates in the edge-based beam chart parsing. the beam thresholding based on lexicalized prior, combined with unlexicalized boundary, runs faster than that only with lexicalized prior by a factor of 1.5, at the same performance level.
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
语种英语
出版者SPRINGER-VERLAG BERLIN
WOS记录号WOS:000228725100013
内容类型期刊论文
URI标识http://www.corc.org.cn/handle/1471x/2377167
专题中国科学院大学
通讯作者Xiong, DY
作者单位1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
2.Chinese Acad Sci, Grad Sch, Beijing 100864, Peoples R China
推荐引用方式
GB/T 7714
Xiong, DY,Liu, Q,Lin, SX. Lexicalized beam thresholding parsing with prior and boundary estimates[J]. Computational linguistics and intelligent text processing,2005,3406:132-141.
APA Xiong, DY,Liu, Q,&Lin, SX.(2005).Lexicalized beam thresholding parsing with prior and boundary estimates.Computational linguistics and intelligent text processing,3406,132-141.
MLA Xiong, DY,et al."Lexicalized beam thresholding parsing with prior and boundary estimates".Computational linguistics and intelligent text processing 3406(2005):132-141.
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