Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages

机译：文章背后：在Wikipedia对话页面中识别对话行为

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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 download~1. Furthermore, we perform automatic dialog act classification on Wikipedia discussions and achieve an average F_1 -score of 0.82 with our classification pipeline.

机译：在本文中，我们为Wikipedia Talk页面的话语分析提出了一种注释模式，旨在协调文章改进工作。我们将注释模式应用于来自Simple English Wikipedia的100个Talk页面的语料库，并使生成的数据集免费可供下载〜1。此外，我们在Wikipedia讨论中执行自动对话行为分类，并通过分类管道实现平均F_1得分为0.82。

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《13th Conference of the European Chapter of the Association for Computational Linguistics 2012.》|2012年|p.777-786|共10页
会议地点 Avignon(FR);Avignon(FR)
作者
Oliver Ferschke; Iryna Gurevych; Yevgen Chebotar;
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Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitaet Darmstadt;

Ubiquitous Knowledge Processing Lab (UKP-DIPF)German Institute for Educational Research and Educational Information , Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitaet Darmstadt;

Ubiquitous Knowledge Processing Lab (UKP-TUDA) Department of Computer Science Technische Universitaet Darmstadt;

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原文格式 PDF
正文语种 eng
中图分类程序设计、软件工程;程序设计、软件工程;
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4. Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages [C] . Oliver Ferschke, Iryna Gurevych, Yevgen Chebotar Conference of the European Chapter of the Association for Computational Linguistics . 2012

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Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages

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