The SFU Opinion and Comments Corpus: A Corpus for the Analysis of Online News Comments

Corpus Pragmatics : International Journal of Corpus Linguistics and Pragmatics
Varada KolhatkarMaite Taboada

Abstract

We present the SFU Opinion and Comments Corpus (SOCC ), a collection of opinion articles and the comments posted in response to the articles. The articles include all the opinion pieces published in the Canadian newspaper The Globe and Mail in the 5-year period between 2012 and 2016, a total of 10,339 articles and 663,173 comments. SOCC is part of a project that investigates the linguistic characteristics of online comments. The corpus can be used to study a host of pragmatic phenomena. Among other aspects, researchers can explore: the connections between articles and comments; the connections of comments to each other; the types of topics discussed in comments; the nice (constructive) or mean (toxic) ways in which commenters respond to each other; how language is used to convey very specific types of evaluation; and how negation affects the interpretation of evaluative meaning in discourse. Our current focus is the study of constructiveness and evaluation in the comments. To that end, we have annotated a subset of the large corpus (1043 comments) with four layers of annotations: constructiveness, toxicity, negation and Appraisal (Martin and White, The language of evaluation, Palgrave, New York, 2005). This paper details our co...Continue Reading

References

Sep 24, 1999·Journal of the American Medical Informatics Association : JAMIA·D B AronowW B Croft
Nov 1, 2001·Journal of the American Medical Informatics Association : JAMIA·P G MutalikP M Nadkarni
Dec 17, 2008·BMC Bioinformatics·Veronika VinczeJános Csirik
Feb 6, 2018·CSCW : Proceedings of the Conference on Computer-Supported Cooperative Work·Justin ChengJure Leskovec

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Citations

Jul 2, 2021·Frontiers in Artificial Intelligence·Katharina Ehret, Maite Taboada
Jul 10, 2021·PeerJ. Computer Science·Wenjie Yin, Arkaitz Zubiaga
Oct 19, 2020··Ralf KrestelJulian Risch

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Software Mentioned

Appraisal
Mail
MHArding3
WebAnno
CrowdFlower
SurveyMonkey
Google CSE API
Globe
xcope
xscope

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