Spanish corpora for sentiment analysis: a survey.
Corpora play an important role when training machine learning systems for sentiment analysis. However, Spanish is underrepresented in these corpora, as most primarily include English texts. This paper describes 20 Spanish-language text corpora—collected to support different tasks related to sentimen...
| Publicado en: | Language Resources & Evaluation Vol. 54; no. 2; pp. 303 - 341 |
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| Autores principales: | , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Jun2020
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| 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=143152358&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 143152358 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Jun2020 vid: 54 iid: 2 pid: 237 pub: Springer Nature artinfo: ui: 143152358 10.1007/s10579-019-09470-8 ppf: 303 ppct: 38 formats: fmt: – @attributes: type: T – @attributes: type: P size: 539KB tig: atl: Spanish corpora for sentiment analysis: a survey. aug: au: Navas-Loro, María Rodríguez-Doncel, Víctor affil: Ontology Engineering Group, Universidad Politécnica de Madrid, Madrid, Spain su: Sentiment analysis Corpora Task analysis System analysis Machine learning sug: subj: Sentiment analysis Corpora Task analysis System analysis Machine learning keyword: Emotion Opinion mining Polarity ab: Corpora play an important role when training machine learning systems for sentiment analysis. However, Spanish is underrepresented in these corpora, as most primarily include English texts. This paper describes 20 Spanish-language text corpora—collected to support different tasks related to sentiment analysis, ranging from polarity to emotion categorization. We present a brand-new framework for the characterization of corpora. This includes a number of features to help analyze resources at both corpus level and document level. This survey—besides depicting the overall landscape of corpora in Spanish—supports sentiment analysis practitioners with the task of selecting the most suitable resources. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2020. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2020 holdings: @attributes: islocal: N |
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