An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation

被引：0
|
作者：
Lu, Zhimao [1 ]
Wang, Haifeng
Yao, Jianmin
Liu, Ting [1 ]
Li, Sheng [1 ]
机构：
[1] Harbin Inst Technol, Sch Comp Sci & Technol, Informat Retrieval Lab, Harbin 150006, Peoples R China
来源：
COLING/ACL 2006, VOLS 1 AND 2, PROCEEDINGS OF THE CONFERENCE | 2006年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a new approach based on Equivalent Pseudowords (EPs) to tackle Word Sense Disambiguation (WSD) in Chinese language. EPs are particular artificial ambiguous words, which can be used to realize unsupervised WSD. A Bayesian classifier is implemented to test the efficacy of the EP solution on Senseval-3 Chinese test set. The performance is better than state-of-the-art results with an average F-measure of 0.80. The experiment verifies the value of EP for unsupervised WSD.
引用
收藏
页码：457 / 464
页数：8
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