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NAACL
2010

Statistical Machine Translation of Texts with Misspelled Words

10 years 11 months ago
Statistical Machine Translation of Texts with Misspelled Words
This paper investigates the impact of misspelled words in statistical machine translation and proposes an extension of the translation engine for handling misspellings. The enhanced system decodes a word-based confusion network representing spelling variations of the input text. We present extensive experimental results on two translation tasks of increasing complexity which show how misspellings of different types do affect performance of a statistical machine translation decoder and to what extent our enhanced system is able to recover from such errors.
Nicola Bertoldi, Mauro Cettolo, Marcello Federico
Added 14 Feb 2011
Updated 14 Feb 2011
Type Journal
Year 2010
Where NAACL
Authors Nicola Bertoldi, Mauro Cettolo, Marcello Federico
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