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Error Types in Natural Language Processing in Inflectional Languages

Error Types in Natural Language Processing in Inflectional Languages

Gregor Donaj, Mirjam Sepesy Maučec
Copyright: © 2021 |Pages: 14
ISBN13: 9781799834793|ISBN10: 1799834794|EISBN13: 9781799834809
DOI: 10.4018/978-1-7998-3479-3.ch006
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MLA

Donaj, Gregor, and Mirjam Sepesy Maučec. "Error Types in Natural Language Processing in Inflectional Languages." Encyclopedia of Information Science and Technology, Fifth Edition, edited by Mehdi Khosrow-Pour D.B.A., IGI Global, 2021, pp. 73-86. https://doi.org/10.4018/978-1-7998-3479-3.ch006

APA

Donaj, G. & Sepesy Maučec, M. (2021). Error Types in Natural Language Processing in Inflectional Languages. In M. Khosrow-Pour D.B.A. (Ed.), Encyclopedia of Information Science and Technology, Fifth Edition (pp. 73-86). IGI Global. https://doi.org/10.4018/978-1-7998-3479-3.ch006

Chicago

Donaj, Gregor, and Mirjam Sepesy Maučec. "Error Types in Natural Language Processing in Inflectional Languages." In Encyclopedia of Information Science and Technology, Fifth Edition, edited by Mehdi Khosrow-Pour D.B.A., 73-86. Hershey, PA: IGI Global, 2021. https://doi.org/10.4018/978-1-7998-3479-3.ch006

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Abstract

This article presents the challenges of natural language processing applications when they are used with inflectional languages. Two typical applications are presented: automatic speech recognition and machine translation. An overview of those applications and the properties of inflectional languages is given as well as examples from the highly inflectional Slovene language. Then, an error classification with examples is given, also with an emphasis on inflectional languages, as well as some directions for further research in this area.

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