Publicação
A Portuguese Native Language Identification Dataset
| dc.contributor.author | del Río, Iria | |
| dc.contributor.author | Zampieri, Marcos | |
| dc.contributor.author | Malmasi, Shervin | |
| dc.date.accessioned | 2018-05-24T10:58:38Z | |
| dc.date.available | 2018-05-24T10:58:38Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | In this paper we present NLI-PT, the first Portuguese dataset compiled for Native Language Identification (NLI), the task of identifying an author’s first language based on their second language writing. The dataset includes 1,868 student essays written by learners of European Portuguese, native speakers of the following L1s: Chinese, English, Spanish, German, Russian, French, Japanese, Italian, Dutch, Tetum, Arabic, Polish, Korean, Romanian, and Swedish. NLI-PT includes the original student text and four different types of annotation: POS, fine-grained POS, constituency parses, and dependency parses. NLI-PT can be used not only in NLI but also in research on several topics in the field of Second Language Acquisition and educational NLP. We discuss possible applications of this dataset and present the results obtained for the first lexical baseline system for Portuguese NLI. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | del Río, Iria; Zampieri, Marcos; Malmasi, Shervin (2018): A Portuguese Native Language Identification Dataset in "The Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications". The Association for Computational Linguistics: New Orleans | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10451/33644 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | The Association for Computational Linguistics | pt_PT |
| dc.relation | DETECÇÃO E CORREÇÃO AUTOMÁTICA DE ERROS EM PORTUGUÊS SEGUNDA LÍNGUA/LÍNGUA ESTRANGEIRA | |
| dc.title | A Portuguese Native Language Identification Dataset | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.awardNumber | SFRH/BPD/109914/2015 | |
| oaire.awardTitle | DETECÇÃO E CORREÇÃO AUTOMÁTICA DE ERROS EM PORTUGUÊS SEGUNDA LÍNGUA/LÍNGUA ESTRANGEIRA | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/OE/SFRH%2FBPD%2F109914%2F2015/PT | |
| oaire.citation.conferencePlace | New Orleans | pt_PT |
| oaire.citation.title | The Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications | pt_PT |
| oaire.fundingStream | OE | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
| relation.isProjectOfPublication | a663ff8b-f624-4c4d-af6f-69ab41fcbe3b | |
| relation.isProjectOfPublication.latestForDiscovery | a663ff8b-f624-4c4d-af6f-69ab41fcbe3b |
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