Predicate Matrix: automatically extending the semantic interoperability between predicate resources.
This paper presents a novel approach to improve the interoperability between four semantic resources that incorporate predicate information. Our proposal defines a set of automatic methods for mapping the semantic knowledge included in WordNet, VerbNet, PropBank and FrameNet. We use advanced graph-b...
| Publicado en: | Language Resources & Evaluation Vol. 50; no. 2; pp. 263 - 290 |
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| Autores principales: | , , , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Jun2016
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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=116036665&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 116036665 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Jun2016 vid: 50 iid: 2 pid: 237 pub: Springer Nature artinfo: ui: 116036665 10.1007/s10579-016-9348-5 ppf: 263 ppct: 27 formats: fmt: @attributes: type: P size: 587KB tig: atl: Predicate Matrix: automatically extending the semantic interoperability between predicate resources. aug: au: Lopez de Lacalle, Maddalen Laparra, Egoitz Aldabe, Itziar Rigau, German affil: University of the Basque Country UPV/EHU, Donostia Spain su: Verbals (Grammar) Lexicon Predicate (Logic) Verb phrases Semantic Web sug: subj: Verbals (Grammar) Lexicon Predicate (Logic) Verb phrases Semantic Web keyword: FrameNet PropBank SemLink Verbal lexicon VerbNet WordNet ab: This paper presents a novel approach to improve the interoperability between four semantic resources that incorporate predicate information. Our proposal defines a set of automatic methods for mapping the semantic knowledge included in WordNet, VerbNet, PropBank and FrameNet. We use advanced graph-based word sense disambiguation algorithms and corpus alignment methods to automatically establish the appropriate mappings among their lexical entries and roles. We study different settings for each method using SemLink as a gold-standard for evaluation. The results show that the new approach provides productive and reliable mappings. In fact, the mappings obtained automatically outnumber the set of original mappings in SemLink. Finally, we also present a new version of the Predicate Matrix, a lexical-semantic resource resulting from the integration of the mappings obtained by our automatic methods and SemLink. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2016. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2016 holdings: @attributes: islocal: N |
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