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Robust Spelling Correction

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Implementation and Application of Automata (CIAA 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3845))

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Abstract

The paper introduces a robust spelling correction technique to deal with ill-formed input strings, including unknown parts of unknown length. In contrast to previous works, we derive profit from a finer dynamic programming construction, which takes advantage of the underlying grammatical structure, leading to an improved computational behavior and error repair quality. The formal description applies a deductive approach in order to simplify this task, separating it from the interpretation strategy, and including cut-off facilities.

Research supported by the Spanish Government under projects TIN2004-07246-C03-01, TIN2004-07246-C03-02, and the Autonomous Government of Galicia under projects PGIDIT03SIN30501PR and PGIDIT02SIN01E.

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References

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© 2006 Springer-Verlag Berlin Heidelberg

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Vilares, M., Otero, J., Vilares, J. (2006). Robust Spelling Correction. In: Farré, J., Litovsky, I., Schmitz, S. (eds) Implementation and Application of Automata. CIAA 2005. Lecture Notes in Computer Science, vol 3845. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11605157_27

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  • DOI: https://doi.org/10.1007/11605157_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-31023-5

  • Online ISBN: 978-3-540-33097-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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