计算机工程2011,Vol.37Issue(18):180-182,3.
基于特征分选策略的中文共指消解方法
Chinese Coreference Resolution Method Based on Feature Respective Selection Strategy
摘要
Abstract
This paper studies different features based up on the type of noun phrase in Chinese coreference resolution based on machine learning, and proposes features selection strategy to be applied to coreference resolution, the approach selects pronouns and other noun phrases features respectively, so this method can reduce some "noise" and utilize features effectively. Experimental results show that the method can improve the performance of coreference resolution system, and F-measure reaches 80.72%.关键词
共指消解/特征选择/自然语言处理/支撑向量机/数据词典Key words
coreference resolution/ feature selection/ nature language processing/ Support Vector Machine(SVM)/ data dictionary分类
信息技术与安全科学引用本文复制引用
李渝勤,甘润生,杨永红,施水才..基于特征分选策略的中文共指消解方法[J].计算机工程,2011,37(18):180-182,3.基金项目
国家“863”计划基金资助重点项日(2006AA010105) (2006AA010105)
国家自然科学基金资助项日(60772081) (60772081)
北京市自然科学基金资助项目(4092015) (4092015)
北京市教委科技发展计划基金资助项目(KM201010772023) (KM201010772023)