Title :
Chinese parsing model based on Constraint Dependency Grammar
Author :
Peng Li ; Lejian Liao
Author_Institution :
Beijing Eng. Res. Centre of High Volume Language Inf. Process. & Cloud Comput. Applic., Beijing Inst. of Technol., Beijing, China
Abstract :
Constraint Dependency Grammar (CDG) is a formalism representing grammatical rules as constraints on dependency relations. It reduces the structural ambiguity via constraint-propagation without generating individual parse trees. In this paper, we propose a high quality parsing model for Chinese, which defines the phrase molecule lexicalizing the CDG at the word-level. Ternary constraints are used to improve the accuracy and efficiency of parsing.
Keywords :
grammars; natural language processing; CDG; Chinese parsing model; constraint dependency grammar; constraint propagation; formalism representing grammatical rules; phrase molecule; structural ambiguity; ternary constraints; Computational linguistics; Computational modeling; Filtering; Grammar; Natural languages; Probabilistic logic; Syntactics; Chinese; Constraint Dependency Grammar; parsing;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201778