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The Role of Predicates in Opinion Holder Extraction

  • In this paper, we investigate the role of predicates in opinion holder extraction. We will examine the shape of these predicates, investigate what relationship they bear towards opinion holders, determine what resources are potentially useful for acquiring them, and point out limitations of an opinion holder extraction system based on these predicates. For this study, we will carry out an evaluation on a corpus annotated with opinion holders. Our insights are, in particular, important for situations in which no labelled training data are available and only rule-based methods can be applied.

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Metadaten
Author:Michael WiegandGND, Dietrich Klakow
URN:urn:nbn:de:bsz:mh39-84564
URL:https://aclanthology.info/papers/W11-4004/w11-4004
ISBN:978-954-452-018-2
Parent Title (English):Proceedings of the RANLP 2011 Workshop on Information Extraction and Knowledge Acquisition,16 September, 2011, Hissar, Bulgaria
Publisher:Incoma Ltd.
Place of publication:Shoumen
Document Type:Conference Proceeding
Language:English
Year of first Publication:2011
Date of Publication (online):2019/01/29
Publicationstate:Zweitveröffentlichung
Reviewstate:Peer-Review
Tag:Sentimentanalyse
GND Keyword:Computerlinguistik; Information Extraction; Maschinelles Lernen; Natürliche Sprache; Prädikat
First Page:13
Last Page:20
DDC classes:400 Sprache / 400 Sprache, Linguistik
Open Access?:ja
Linguistics-Classification:Computerlinguistik
Licence (English):License LogoCreative Commons - Attribution-NonCommercial-ShareAlike 3.0 Unported