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Autor*innen: Ferschke, Oliver; Gurevych, Iryna; Chebotar, Yevgen
Titel: Behind the article: Recognizing dialog acts in Wikipedia talk pages
Aus: The Association for Computer Linguistics (ACL) (Hrsg.): Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2012), Avignon: Association for Computational Linguistics, 2012 , S. 777--786
URL: http://www.ukp.tu-darmstadt.de/fileadmin/user_upload/Group_UKP/publikationen/2012/EACL_2012_OF.pdf
Dokumenttyp: 4. Beiträge in Sammelwerken; Tagungsband/Konferenzbeitrag/Proceedings
Sprache: Englisch
Schlagwörter: Computerlinguistik; Dialog; Sprachanalyse; Sprache; Text
Abstract (english): In this paper, we propose an annotation
schema for the discourse analysis of
Wikipedia Talk pages aimed at the coordination
efforts for article improvement.
We apply the annotation schema to a corpus
of 100 Talk pages from the Simple
English Wikipedia and make the resulting
dataset freely available for download1. Furthermore,
we perform automatic dialog act
classification on Wikipedia discussions and
achieve an average F1-score of 0:82 with
our classification pipeline.
DIPF-Abteilung: Informationszentrum Bildung