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Chinese Semantic Parsing Based on Feature Structure with Recursive Directed Graph

Chinese Semantic Parsing Based on Feature Structure with Recursive Directed Graph
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摘要 It is difficult to analyze semantic relations automatically, especially the semantic relations of Chinese special sentence patterns. In this paper, we apply a novel model feature structure to represent Chinese semantic relations, which is formalized as "recursive directed graph". We focus on Chinese special sentence patterns, including the complex noun phrase, verb-complement structure, pivotal sentences, serial verb sentence and subject-predicate predicate sentence. Feature structure facilitates a richer Chinese semantic information extraction when compared with dependency structure. The results show that using recursive directed graph is more suitable for extracting Chinese complex semantic relations. It is difficult to analyze semantic relations automatically, especially the semantic relations of Chinese special sentence patterns. In this paper, we apply a novel model feature structure to represent Chinese semantic relations, which is formalized as "recursive directed graph". We focus on Chinese special sentence patterns, including the complex noun phrase, verb-complement structure, pivotal sentences, serial verb sentence and subject-predicate predicate sentence. Feature structure facilitates a richer Chinese semantic information extraction when compared with dependency structure. The results show that using recursive directed graph is more suitable for extracting Chinese complex semantic relations.
出处 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2015年第4期318-322,共5页 武汉大学学报(自然科学英文版)
基金 Supported by the National Natural Science Foundation of China(61202193,61202304) the Major Projects of Chinese National Social Science Foundation(11&ZD189) the Chinese Postdoctoral Science Foundation(2013M540593,2014T70722) the Accomplishments of Listed Subjects in Hubei Prime Subject Development the Open Foundation of Shandong Key Lab of Language Resource Development and Application
关键词 recursive directed graph feature structure semantic annotation Chinese special sentence patterns recursive directed graph feature structure semantic annotation Chinese special sentence patterns
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