Ruppenhofer, Josef ; Brandes, Jasper ; Steiner, Petra
Hrsg.: Elbeshausen, Stefanie ; Faaß, Gertrud ; Friesbaum, Joachim ; Heuwing, Ben ; Jürgens, Julia (2015)
Scales and Scores: An evaluation of methods to determine the intensity of subjective expressions.
9. Hildesheimer Evaluierungs- und Retrievalworkshop. Hildesheim, Germany (09.-10.07.2015)
doi: 10.18442/337
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
In this contribution, we present a survey of several methods that have been applied to the ordering of various types of subjective expressions (e.g. good < great), in particular adjectives and adverbs. Some of these methods use linguistic regularities that can be observed in large text corpora while others rely on external grounding in metadata, in particular the star ratings associat- ed with product reviews. We discuss why these methods do not work uni- formly across all types of expressions. We also present the first application of some of these methods to the intensity ordering of nouns (e.g. moron < dum- my).
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2015 |
| Herausgeber: | Elbeshausen, Stefanie ; Faaß, Gertrud ; Friesbaum, Joachim ; Heuwing, Ben ; Jürgens, Julia |
| Autor(en): | Ruppenhofer, Josef ; Brandes, Jasper ; Steiner, Petra |
| Art des Eintrags: | Bibliographie |
| Titel: | Scales and Scores: An evaluation of methods to determine the intensity of subjective expressions |
| Sprache: | Deutsch |
| Publikationsjahr: | 27 Juli 2015 |
| Verlag: | Universitätsverlag Hildesheim |
| Buchtitel: | HiER 2015: Proceedings des 9. Hildesheimer Evaluierungs- und Retrievalworkshop |
| Veranstaltungstitel: | 9. Hildesheimer Evaluierungs- und Retrievalworkshop |
| Veranstaltungsort: | Hildesheim, Germany |
| Veranstaltungsdatum: | 09.-10.07.2015 |
| DOI: | 10.18442/337 |
| Kurzbeschreibung (Abstract): | In this contribution, we present a survey of several methods that have been applied to the ordering of various types of subjective expressions (e.g. good < great), in particular adjectives and adverbs. Some of these methods use linguistic regularities that can be observed in large text corpora while others rely on external grounding in metadata, in particular the star ratings associat- ed with product reviews. We discuss why these methods do not work uni- formly across all types of expressions. We also present the first application of some of these methods to the intensity ordering of nouns (e.g. moron < dum- my). |
| Fachbereich(e)/-gebiet(e): | Zentrale Einrichtungen Zentrale Einrichtungen > Universitäts- und Landesbibliothek (ULB) |
| Hinterlegungsdatum: | 20 Jun 2023 10:48 |
| Letzte Änderung: | 20 Jun 2023 10:48 |
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