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Code-switching ubique est - Language identification and part-of-speech tagging for historical mixed text
Schulz, Sarah
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Keller, Mareike
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DOI:
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https://doi.org/10.18653/v1/W16-2105
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URL:
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http://anthology.aclweb.org/W16-2105
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Additional URL:
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http://aclweb.org/anthology/W16-2100
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Document Type:
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Conference or workshop publication
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Year of publication:
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2016
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Book title:
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Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2016) : August 11, 2016, Berlin, Germany
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Page range:
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43-51
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Conference title:
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10th SIGHUM Workshop
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Location of the conference venue:
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Berlin, Germany
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Date of the conference:
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11.08.2016
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Publisher:
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Reiter, Nils
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Place of publication:
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Stroudsburg, PA
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Publishing house:
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Association for Computational Linguistics
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ISBN:
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978-1-945626-09-8
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Publication language:
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English
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Institution:
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School of Humanities > Anglistik IV - Anglistische Linguistik/Diachronie (Trips 2006-)
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Subject:
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400 Language, linguistics
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Individual keywords (German):
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Linguistische Annotation , Mittelenglisch , Latein
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Keywords (English):
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linguistic annotation , POS tagging , code-switching , Middle English , Latin
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Abstract:
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In this paper, we describe the development of a language identification system and a part-of-speech tagger for Latin-Middle English mixed text. To this end, we annotate data with language IDs and Universal POS tags (Petrov et al., 2012). As a classifier, we train a conditional random field classifier for both sub-tasks, including features generated by the TreeTagger models of both languages. The focus lies on both a general and a task-specific evaluation. Moreover, we describe our effort concerning beyond proof-of-concept implementation of tools and towards a more task-oriented approach, showing how to apply our techniques in the context of Humanities research.
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
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