Letter Level Learning for Language Independent Diacritics Restoration

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This paper discusses letter level learning for language independent diacritics restoration.

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7 p.

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Mihalcea, Rada, 1974- & Nastase, Vivi September 2002.

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This paper is part of the collection entitled: UNT Scholarly Works and was provided by UNT College of Engineering to Digital Library, a digital repository hosted by the UNT Libraries. It has been viewed 146 times , with 7 in the last month . More information about this paper can be viewed below.

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Description

This paper discusses letter level learning for language independent diacritics restoration.

Physical Description

7 p.

Notes

Abstract: This paper presents a method for diacritics restoration based on learning mechanisms that act at letter level. The method requires no additional tagging tools or resources other than raw text, which makes it independent of the language, and particularly appealing for languages for which there are few resources available. The algorithm was evaluated on four different languages, namely Czech, Hungarian, Polish, and Romanian, and an average accuracy of over 98% was observed.

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  • Sixth Conference on Natural Language Learning (CoNLL), 2002, Taipei, Taiwan

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  • September 2002

Added to The UNT Digital Library

  • Jan. 31, 2011, 2:01 p.m.

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  • March 27, 2014, 12:14 p.m.

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Mihalcea, Rada, 1974- & Nastase, Vivi. Letter Level Learning for Language Independent Diacritics Restoration, paper, September 2002; (digital.library.unt.edu/ark:/67531/metadc30944/: accessed December 11, 2017), University of North Texas Libraries, Digital Library, digital.library.unt.edu; crediting UNT College of Engineering.