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Kocoń, Jan; et al., 2019, Propagation of emotions, arousal and polarity inWordNet using Heterogeneous Structured Synset Embeddings, CLARIN-PL Repository, http://hdl.handle.net/11321/983.
dc.contributor.authorKocoń, Jan
dc.contributor.authorJanz, Arkadiusz
dc.contributor.authorRiegel, Monika
dc.contributor.authorWierzba, Małgorzata
dc.contributor.authorMarchewka, Artur
dc.contributor.authorCzoska, Agnieszka
dc.contributor.authorGrimling, Damian
dc.contributor.authorKonat, Barbara
dc.contributor.authorJuszczyn, Konrad
dc.contributor.authorKlessa, Katarzyna
dc.contributor.authorPiasecki, Maciej
dc.date.accessioned2025-12-17T10:24:35Z
dc.date.available2025-12-17T10:24:35Z
dc.date.issued2019-07-01
dc.descriptionIn this paper we present a novel method for emotive propagation in a wordnet based on a large emotive seed. We introduce a sense-level emotive lexicon annotated with polarity, arousal and emotions. The data were annotated as a part of a large study involving over 20,000 participants. A total of 30,000 lexical units in Polish WordNet were described with metadata, each unit received about 50 annotations concerning polarity, arousal and 8 basic emotions, marked on a multilevel scale. We present a preliminary approach to propagating emotive metadata to unlabeled lexical units based on the distribution of manual annotations using logistic regression and description of mixed synset embeddings based on our Heterogeneous Structured Synset Embeddings.
dc.identifier.urihttp://hdl.handle.net/11321/983
dc.language.isoeng
dc.publisherGlobal Wordnet Association
dc.rightsCreative Commons - Attribution 4.0 International (CC BY 4.0)
dc.rights.labelCC
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectemotive propagation
dc.subjectwordnet
dc.titlePropagation of emotions, arousal and polarity inWordNet using Heterogeneous Structured Synset Embeddings
dc.typelanguageDescription
local.contact.personAlicja Derych alicja.derych@pwr.edu.pl Politechnika Wrocławska
local.files.count1
local.files.size155751
local.has.filesyes
local.language.nameEnglish
metashare.ResourceInfo#ContentInfo.detailedTypeother
metashare.ResourceInfo#ContentInfo.mediaTypetext
Ten zasób jestCCi został udostępniony na licencji:Creative Commons - Attribution 4.0 International (CC BY 4.0)
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