: NLP Vocabulary: spelling checker

applied NLP > automatic correction > spelling checker

spelling checker

For example the English spelling checker can not be used to revise Chinese or Japanese document due to the different error types. (Kuo, 1998)
Most spell checkers and grammar checkers can help correct errors made by native speakers but offer no assistance for non-native errors. (Pereira & Matsumoto, 2015)
Spell checkers (e.g. Aspell) are used to correct spelling errors prior to POS-tagging and chunking. (Mizumoto & Nagata, 2017)
This spell checker is a simplified adaptation of the methods used in Google and is being frequently used as baseline for state-of-the-art experiments in spell checking. (de Amorim & Zampieri, 2013)
Various approaches have been taken but to date it seems that even many spell checkers such as Aspell do not take context into consideration which prevents them from finding misspellings which have the same form as valid words. (Park & Levy, 2011)

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