2014 GeneralizedCharacterLevelSpelli

• (Farra et al., 2014) ⇒ Noura Farra, Nadi Tomeh, Alla Rozovskaya, and Nizar Habash. (2014). "Generalized Character-Level Spelling Error Correction". In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). DOI:10.3115/v1/P14-2027

Subject Headings: Character-Level Spelling Error Correction Task, Spelling Error Correction Task.

Cited By

• http://scholar.google.com/scholar?q=%222014%22+Generalized+Character-Level+Spelling+Error+Correction

Quotes

Abstract

We present a generalized discriminative model for spelling error correction which targets character-level transformations. While operating at the character level, the model makes use of word-level and contextual information. In contrast to previous work, the proposed approach learns to correct a variety of error types without guidance of manuallyselected constraints or language-specific features. We apply the model to correct errors in Egyptian Arabic dialect text, achieving 65% reduction in word error rate over the input baseline, and improving over the earlier state-of-the-art system.

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References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2014 GeneralizedCharacterLevelSpelli	Noura Farra Nadi Tomeh Alla Rozovskaya Nizar Habash			Generalized Character-Level Spelling Error Correction						2014