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WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community

Authors :
Hua, Yiqing
Danescu-Niculescu-Mizil, Cristian
Taraborelli, Dario
Thain, Nithum
Sorensen, Jeffery
Dixon, Lucas
Source :
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Publication Year :
2018

Abstract

We present a corpus that encompasses the complete history of conversations between contributors to Wikipedia, one of the largest online collaborative communities. By recording the intermediate states of conversations---including not only comments and replies, but also their modifications, deletions and restorations---this data offers an unprecedented view of online conversation. This level of detail supports new research questions pertaining to the process (and challenges) of large-scale online collaboration. We illustrate the corpus' potential with two case studies that highlight new perspectives on earlier work. First, we explore how a person's conversational behavior depends on how they relate to the discussion's venue. Second, we show that community moderation of toxic behavior happens at a higher rate than previously estimated. Finally the reconstruction framework is designed to be language agnostic, and we show that it can extract high quality conversational data in both Chinese and English.

Details

Database :
arXiv
Journal :
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Publication Type :
Report
Accession number :
edsarx.1810.13181
Document Type :
Working Paper