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Centering Theory in natural text: a large-scale corpus study

  • We present an extensive corpus study of Centering Theory (CT), examining how adequately CT models coherence in a large body of natural text. A novel analysis of transition bigrams provides strong empirical support for several CT-related linguistic claims which so far have been investigated only on various small data sets. The study also reveals genre-based differences in texts’ degrees of entity coherence. Previous work has shown unsupervised CT-based coherence metrics to be unable to outperform a simple baseline. We identify two reasons: 1) these metrics assume that some transition types are more coherent and that they occur more frequently than others, but in our corpus the latter is not the case; and 2) the original sentence order of a document and a random permutation of its sentences differ mostly in the fraction of entity-sharing sentence pairs, exactly the factor measured by the baseline.

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  • Main Conference Proceedings of the 12th Konvens 2014

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Metadaten
Author:Annemarie Friedrich, Alexis Palmer
URN:https://nbn-resolving.org/urn:nbn:de:gbv:hil2-opus-2746
ISBN:978-3-934105-46-1
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2014/10/23
Release Date:2014/10/23
Tag:Dialog
Dialogue; Discourse; Pragmatics
GND Keyword:Diskurs; Pragmatik
Source:Proceedings of the 12th edition of the KONVENS conference Vol. 1. - Hildesheim
PPN:Link zum Katalog
Institutes:Fachbereich III / Informationswissenschaft und Sprachtechnologie
DDC classes:400 Sprache / 400 Sprache, Linguistik
Collections:KONVENS 2014 / Proceedings of the 12th KONVENS 2014
Licence (German):License LogoCreative Commons - Namensnennung 3.0