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One sense per N-gram
Liu, PengYuan ; Liu, Shui ; Li, ShiQi ; Yu, ShiWen
2010
英文摘要This paper presents a novel supposition, One Sense Per N-gram (N>1), which we believe is appropriate for more linguistic phenomena and can serve as a general version instead of the celebrated One Sense Per Collocation supposition, at least in Chinese language. This new supposition is based on our observation of the error detection process of annoted sense in People's Daily that are tagged by an automatic WSD system. Our preliminary experiment on Chinese Word Sense Tagging Corpus shows that it holds with over 85.9% agreement for both nouns and verbs. Based on the supposition we build a prototype naive Bayes WSD system and tested on Multilingual Chinese-English Lexical Sample task (MCELS) in Semeval-2007. Experimental results show our prototype system can promote the performance of baseline system by 2.7%. ? 2010 IEEE.; EI; 0
语种英语
DOI标识10.1109/WI-IAT.2010.268
内容类型其他
源URL[http://ir.pku.edu.cn/handle/20.500.11897/329534]  
专题信息科学技术学院
推荐引用方式
GB/T 7714
Liu, PengYuan,Liu, Shui,Li, ShiQi,et al. One sense per N-gram. 2010-01-01.
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