Towards multiple antecedent coreference resolution in specialized discourse

Burga Díaz, Alicia; Cajal, Sergio; Codina Filbà, Joan; Wanner, Leo

Towards multiple antecedent coreference resolution in specialized discourse

Mostra el registre complet Registre parcial de l'ítem

dc.contributor.author Burga Díaz, Aliciaca
dc.contributor.author Cajal, Sergioca
dc.contributor.author Codina Filbà, Joanca
dc.contributor.author Wanner, Leoca
dc.date.accessioned 2017-09-06T14:04:03Z
dc.date.available 2017-09-06T14:04:03Z
dc.date.issued 2016
dc.description Comunicació presentada a: LREC 2016, Tenth International Conference on Language Resources and Evaluation, celebrada del 23 al 28 de maig de 2016 a Portorož, Eslovènia.en
dc.description.abstract Despite the popularity of coreference resolution as a research topic, the overwhelming majority of the work in this area focused so far on single antecedence coreference only. Multiple antecedent coreference (MAC) has been largely neglected. This can be explained by the scarcity of the phenomenon of MAC in generic discourse. However, in specialized discourse such as patents, MAC is very dominant. It seems thus unavoidable to address the problem of MAC resolution in the context of tasks related to automatic patent material processing, among them abstractive summarization, deep parsing of patents, construction of concept maps of the inventions, etc. We present the first version of an operational rule-based MAC resolution strategy for patent material that covers the three major types of MAC: (i) nominal MAC, (ii) MAC with personal / relative pronouns, and MAC with reflexive / reciprocal pronouns. The evaluation shows that our strategy performs well in terms of precision and recall.en
dc.description.sponsorship The research reported in this paper has been carried out in the scope of the iPatDoc project, which was funded by the European Commision under the contract number FP7-SME-606163.en
dc.format.mimetype application/pdf
dc.identifier.citation Burga A, Cajal S, Codina-Filbà J, Wanner L. Towards multiple antecedent coreference resolution in specialized discourse. In: Calzolari N, Choukri K, Declerck T, Goggi S, Grobelnik M, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S. LREC 2016, Tenth International Conference on Language Resources and Evaluation; 2016 23-28 May; Portorož, Slovenia. [Place unknown]: LREC, 2017. p. 2052-7.
dc.identifier.uri http://hdl.handle.net/10230/32754
dc.language.iso eng
dc.publisher LRECca
dc.relation.ispartof Calzolari N, Choukri K, Declerck T, Goggi S, Grobelnik M, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S. LREC 2016, Tenth International Conference on Language Resources and Evaluation; 2016 23-28 May; Portorož, Slovenia. [Place unknown]: LREC, 2017. p. 2052-7.
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/606163
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.rights.uri https://creativecommons.org/licenses/by-nc/4.0/
dc.subject.keyword Multiple antecedent coreferenceen
dc.subject.keyword Split antecedent coreferenceen
dc.subject.keyword Coreference evaluationen
dc.subject.keyword Patent processingen
dc.title Towards multiple antecedent coreference resolution in specialized discourseca
dc.type info:eu-repo/semantics/conferenceObject
dc.type.version info:eu-repo/semantics/publishedVersion

Col·leccions

Congressos (Departament de Tecnologies de la Informació i les Comunicacions)
Documents OpenAIRE (Open Access Infrastructure for Research in Europe)