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Pronunciation modeling for improved spelling correction

Proceedings of the Annual Meeting of the Association for Computational Linguistics (2002) 2002-July 144-151
DOI: 10.3115/1073083.1073109
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Abstract

This paper presents a method for incorporating word pronunciation information in a noisy channel model for spelling correction. The proposed method builds an explicit error model for word pronunciations. By modeling pronunciation similarities between words we achieve a substantial performance improvement over the previous best performing models for spelling correction.

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Toutanova, K., & Moore, R. C. (2002). Pronunciation modeling for improved spelling correction. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (Vol. 2002-July, pp. 144–151). Association for Computational Linguistics (ACL). https://doi.org/10.3115/1073083.1073109

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