Building the essential resources for Finnish: the Turku Dependency Treebank.
In this paper, we present the final version of a publicly available treebank of Finnish, the Turku Dependency Treebank. The treebank contains 204,399 tokens (15,126 sentences) from 10 different text sources and has been manually annotated in a Finnish-specific version of the well-known Stanford Depe...
| Publicado en: | Language Resources & Evaluation Vol. 48; no. 3; pp. 493 - 532 |
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| Autores principales: | , , , , , , , , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Sep2014
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=97522998&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 97522998 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Sep2014 vid: 48 iid: 3 pid: 237 pub: Springer Nature artinfo: ui: 97522998 10.1007/s10579-013-9244-1 ppf: 493 ppct: 39 formats: fmt: @attributes: type: P size: 1.4MB tig: atl: Building the essential resources for Finnish: the Turku Dependency Treebank. aug: au: Haverinen, Katri Nyblom, Jenna Viljanen, Timo Laippala, Veronika Kohonen, Samuel Missilä, Anna Ojala, Stina Salakoski, Tapio Ginter, Filip affil: Department of Information Technology, University of Turku, Turku Finland Department of French Studies, University of Turku, Turku Finland su: Machine learning Parsing (Computer grammar) Computational linguistics Syntax in programming languages Finland sug: subj: Finland Machine learning Parsing (Computer grammar) Computational linguistics Syntax in programming languages keyword: Finnish Morphology Parsing Treebank ab: In this paper, we present the final version of a publicly available treebank of Finnish, the Turku Dependency Treebank. The treebank contains 204,399 tokens (15,126 sentences) from 10 different text sources and has been manually annotated in a Finnish-specific version of the well-known Stanford Dependency scheme. The morphological analyses of the treebank have been assigned using a novel machine learning method to disambiguate readings given by an existing tool. As the second main contribution, we present the first open source Finnish dependency parser, trained on the newly introduced treebank. The parser achieves a labeled attachment score of 81 %. The treebank data as well as the parsing pipeline are available under an open license at . pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2014. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2014 holdings: @attributes: islocal: N |
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