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A HYBRID APPROACH FOR SPELL CHECK AND ERROR CORRECTION FOR ENGLISH AND PUNJABI TEXT PARAGRAPHS

Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.7, No. 6)

Publication Date:

Authors : ; ;

Page : 474-786

Keywords : Spell Checker; Edit distance approach; Dictionary based approach; Statistical Approach (N-Gram Approach.;

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Abstract

Spell-checking is the process of detecting and sometimes providing suggestions for incorrectly spelled words in a text. Spell checking system can be created with the combination of handcrafted rules by considering grammatical features of the language for which spell checking system is to be created and a dictionary which contain the accurate spellings of various words in the target language. Basically, the better the handcrafted rule and larger the dictionary of a spell-checker is, the higher is the error detection rate; otherwise, misspellings would pass undetected. Every word from the text is looked up in the speller lexicon. The system is made to check the spellings and to correct them using various techniques for Punjabi and English text. In this proposed system input in form of a paragraph is given that can include incorrect words and the system will generate the result which contain the accurate text after eliminating the errors.

Last modified: 2018-06-29 21:36:34