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Real-word spelling correction using Google Web 1T 3-grams (2009)
| Content Provider | CiteSeerX |
|---|---|
| Author | Islam, Aminul |
| Description | In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing We present a method for correcting real-word spelling errors using the Google Web 1T n-gram data set and a normalized and modified version of the Longest Common Subsequence (LCS) string matching algorithm. Our method is focused mainly on how to improve the correction recall (the fraction of errors corrected) while keeping the correction precision (the fraction of suggestions that are correct) as high as possible. Evaluation results on a standard data set show that our method performs very well. |
| File Format | |
| Language | English |
| Publisher Date | 2009-01-01 |
| Access Restriction | Open |
| Subject Keyword | Modified Version Correction Recall Correction Precision Standard Data Set Show Method Performs Longest Common Subsequence Evaluation Result Google Web Real-word Spelling Error N-gram Data Set |
| Content Type | Text |
| Resource Type | Article |
