The Event and Implied Situation Ontology (ESO): application and evaluation

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• dc.contributor.author Segers, Roxaneca
• dc.contributor.author Rospocher, Marcoca
• dc.contributor.author Vossen, Piekca
• dc.contributor.author Laparra, Egoitzca
• dc.contributor.author Rigau Claramunt, Germanca
• dc.contributor.author Minard, Anne-Lyseca
• dc.date.accessioned 2018-01-22T10:30:59Z
• dc.date.available 2018-01-22T10:30:59Z
• dc.date.issued 2016
• dc.description Comunicació presentada a la Tenth International Conference on Language Resources and Evaluation (LREC 2016), celebrada els dies 23 a 28 de maig de 2016 a Portorož, Eslovènia.
• dc.description.abstract This paper presents the Event and Implied Situation Ontology (ESO), a manually constructed resource which formalizes the pre and post situations of events and the roles of the entities affected by an event. The ontology is built on top of existing resources such as WordNet, SUMO and FrameNet. The ontology is injected to the Predicate Matrix, a resource that integrates predicate and role information from amongst others FrameNet, VerbNet, PropBank, NomBank and WordNet. We illustrate how these resources are used on large document collections to detect information that otherwise would have remained implicit. The ontology is evaluated on two aspects: recall and precision based on a manually annotated corpus and secondly, on the quality of the knowledge inferred by the situation assertions in the ontology. Evaluation results on the quality of the system show that 50% of the events typed and enriched with ESO assertions are correct.en
• dc.description.sponsorship The research for this paper has been partially funded by the European Union 7th Framework Programme NewsReader (FP7-ICT-2011-8-316404) and the Spanish national project TUNER (TIN2015-65308-C5-1-R).
• dc.format.mimetype application/pdfca
• dc.identifier.citation Segers R, Rospocher M, Vossen P, Laparra E, Rigau G, Minard AL. The Event and Implied Situation Ontology (ESO): application and evaluation. In: Calzolari N, Choukri K, Declerck T, Goggi S, Grobelnik M, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, editors. LREC 2016. Tenth International Conference on Language Resources and Evaluation; 2016 May 23-28; Portorož, Slovenia. [Paris]: ELRA; 2016. p. 1463-70.
• dc.identifier.uri http://hdl.handle.net/10230/33711
• dc.language.iso eng
• dc.publisher ELRA (European Language Resources Association)ca
• 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, editors. LREC 2016. Tenth International Conference on Language Resources and Evaluation; 2016 May 23-28; Portorož, Slovenia. [Paris]: ELRA; 2016. p. 1463-70.
• dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/316404
• dc.relation.projectID info:eu-repo/grantAgreement/ES/1PE/TIN2015-65308-C5-1-R
• dc.rights © any ELRA - European Language Resources Association. All rights reserved. The LREC 2016 Proceedings are licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.rights.uri http://creativecommons.org/licenses/by-nc/4.0/
• dc.subject.keyword Ontologyen
• dc.subject.keyword Semantic role labelingen
• dc.subject.keyword Text miningen
• dc.subject.keyword Semantic weben
• dc.title The Event and Implied Situation Ontology (ESO): application and evaluationca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/publishedVersion