Contextual Spelling Correction Using Latent Semantic Analysis (1997)
| Venue: | In Proc. 5th Conference on Applied Natural Language Processing |
| Citations: | 20 - 0 self |
BibTeX
@INPROCEEDINGS{Jones97contextualspelling,
author = {Michael P. Jones and James H. Martin},
title = {Contextual Spelling Correction Using Latent Semantic Analysis},
booktitle = {In Proc. 5th Conference on Applied Natural Language Processing},
year = {1997},
pages = {166--173},
publisher = {ANLP}
}
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Abstract
Contextual spelling errors are defined as the use of an incorrect, though valid, word in a particular sentence or context. Traditional spelling checkers flag misspelled words, but they do not typically attempt to identify words that are used incorrectly in a sentence. We explore the use of Latent Semantic Analysis for correcting these incorrectly used words and the results are compared to earlier work based on a Bayesian classifier.
