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Author
Ferschke, Oliver;
Gurevych, Iryna;
Chebotar, Yevgen:
Title:
Behind the article: Recognizing dialog acts in Wikipedia talk pages
Source:
In: 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 :
The Association for Computer Linguistics (ACL)
(2012)
, 777--786
URL of full text:
http://www.ukp.tu-darmstadt.de/fileadmin/user_upload/Group_UKP/publikationen/2012/EACL_2012_OF.pdf
Language:
Englisch
Document type
4. Beiträge in Sammelwerken; Tagungsband/Konferenzbeitrag/Proceedings
Schlagwörter:
Computerlinguistik,
Dialog,
Sprachanalyse,
Sprache,
Text
Abstract(englisch):
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.
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