Restoring Punctuation and Casing in English Text
Identifieur interne : 000824 ( Main/Exploration ); précédent : 000823; suivant : 000825Restoring Punctuation and Casing in English Text
Auteurs : Timothy Baldwin [Australie, Niger] ; Kumar Joseph [Australie]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2009.
Abstract
Abstract: This paper explores the use of machine learning techniques to restore punctuation and case in English text, as part of which it investigates the co-dependence of case information and punctuation. We achieve an overall F-score of .619 for the task using a variety of lexical and contextual features, and iterative retagging.
Url:
DOI: 10.1007/978-3-642-10439-8_55
Affiliations:
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Le document en format XML
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<front><div type="abstract" xml:lang="en">Abstract: This paper explores the use of machine learning techniques to restore punctuation and case in English text, as part of which it investigates the co-dependence of case information and punctuation. We achieve an overall F-score of .619 for the task using a variety of lexical and contextual features, and iterative retagging.</div>
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