A sequence labelling approach for automatic analysis of ello: tagging pronouns, antecedents, and connective phrases.
Encapsulators are linguistic units which establish coherent referential connections to the preceding discourse in a text. In this paper, we address the challenge of automatically analysing the pronominal encapsulator ello in Spanish text. Our method identifies, for each occurrence, the antecedent of...
| Publicado en: | Language Resources & Evaluation Vol. 56; no. 1; pp. 139 - 165 |
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| Autores principales: | , , , , , |
| Formato: | Artículo |
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Springer Nature
Mar2022
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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=155080019&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 155080019 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Mar2022 vid: 56 iid: 1 pid: 237 pub: Springer Nature artinfo: ui: 155080019 10.1007/s10579-021-09559-z ppf: 139 ppct: 26 formats: fmt: – @attributes: type: T – @attributes: type: P size: 409KB tig: atl: A sequence labelling approach for automatic analysis of ello: tagging pronouns, antecedents, and connective phrases. aug: au: Parodi, Giovanni Evans, Richard Ha, Le An Mitkov, Ruslan Julio Vergara, Cristóbal Jesus Olivares-López, Raúl Ignacio affil: Pontificia Universidad Catolica de Valparaiso, Valparaiso, Chile Research Institute of Information and Language Processing, University of Wolverhampton, Wulfruna Street, WV1 1LY, Wolverhamton, West Midlands, UK su: Pronouns Terms & phrases Discourse markers sug: subj: Pronouns Terms & phrases Discourse markers keyword: Anaphora resolution Ello Encapsulation Referential coherence Relational coherence ab: Encapsulators are linguistic units which establish coherent referential connections to the preceding discourse in a text. In this paper, we address the challenge of automatically analysing the pronominal encapsulator ello in Spanish text. Our method identifies, for each occurrence, the antecedent of the pronoun (including its grammatical type), the connective phrase which combines with the pronoun to express a discourse relation linking the antecedent text segment to the following text segment, and the type of semantic relation expressed by the complex discourse marker formed by the connective phrase and pronoun. We describe our annotation of a corpus to inform the development of our method and to finetune an automatic analyser based on bidirectional encoder representation transformers. On testing our method, we find that it performs with greater accuracy than three baselines (0.76 for the resolution task), and sets a promising benchmark for the automatic annotation of occurrences of the pronoun ello, their antecedents, and the semantic relations between the two text segments linked by the connective in combination with the pronoun. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2022. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2022 holdings: @attributes: islocal: N |
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