Chinese Event Descriptive Clause Splitting with Structured SVMs

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• 作者：Junsheng Zhou ; Yabing Zhang ; Xinyu Dai ; Jiajun Chen
• 关键词：Chinese clause splitting ; Partial parsing ; Structured SVMs
• 刊名：Lecture Notes in Computer Science
• 出版年：2010
• 出版时间：2010
• 年：2010
• 卷：6008
• 期：1
• 页码：175-183
• 全文大小：213.1 KB

文摘

Chinese event descriptive clause splitting is a novel task in Chinese information processing. Different from English clause splitting problem, Chinese event descriptive clause splitting aims at recognizing the high-level clauses. In this paper, we present a Chinese clause splitting system with a discriminative approach. By formulating the Chinese clause splitting task as a sequence labeling problem, we apply the structured SVMs model to Chinese clause splitting. Compared with other two baseline systems, our approach gives much better performance.