DocumentCode
2348200
Title
Detection and correction of real-word spelling errors in Persian language
Author
Faili, Heshaam
Author_Institution
Sch. of Electr. & Comput. Eng., Univ. of Tehran, Tehran, Iran
fYear
2010
fDate
21-23 Aug. 2010
Firstpage
1
Lastpage
4
Abstract
Several statistical methods have already been proposed to detect and correct the real-word errors of a context. However, to the best of our knowledge, none of them has been applied on Persian language yet. In this paper, a statistical method based on mutual information of Persian words to deal with context sensitive spelling errors is presented. Different experiments show the accuracy of correction method on a test data which only contains one real-word error in each sentence to be about 80.5% and 87% with respect to precision and recall metrics.
Keywords
natural language processing; statistical analysis; Persian language; context sensitive spelling errors; mutual information; real word spelling errors; statistical methods; Educational institutions;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Language Processing and Knowledge Engineering (NLP-KE), 2010 International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-6896-6
Type
conf
DOI
10.1109/NLPKE.2010.5587806
Filename
5587806
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