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Effect Functors for Opinion Inference

  • Sentiment analysis has so far focused on the detection of explicit opinions. However, of late implicit opinions have received broader attention, the key idea being that the evaluation of an event type by a speaker depends on how the participants in the event are valued and how the event itself affects the participants. We present an annotation scheme for adding relevant information, couched in terms of so-called effect functors, to German lexical items. Our scheme synthesizes and extends previous proposals. We report on an inter-annotator agreement study. We also present results of a crowdsourcing experiment to test the utility of some known and some new functors for opinion inference where, unlike in previous work, subjects are asked to reason from event evaluation to participant evaluation.

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Metadaten
Author:Josef RuppenhoferGND, Jasper Brandes
URN:urn:nbn:de:bsz:mh39-55002
URL:http://www.lrec-conf.org/proceedings/lrec2016/summaries/832
ISBN:978-2-9517408-9-1
Parent Title (English):Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016)
Publisher:European Language Resources Association (ELRA)
Place of publication:Paris
Editor:Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Marko Grobelnik, Bente Maegaard, Joseph Mariani
Document Type:Conference Proceeding
Language:English
Year of first Publication:2016
Date of Publication (online):2016/11/08
Publicationstate:Veröffentlichungsversion
Reviewstate:Peer-Review
Tag:Effects; Lexical Database; Lexicon; Opinion Inference; Opinion Mining; Semantics; Sentiment Analysis; Subjectivity
First Page:2879
Last Page:2887
Dewey Decimal Classification:400 Sprache / 400 Sprache, Linguistik
Leibniz-Classification:Sprache, Linguistik
Linguistics-Classification:Computerlinguistik
Open Access?:Ja
Licence (English):License LogoCreative Commons - Attribution-NonCommercial 4.0 International