Research:Detox/Resources
(Redirected from Research:Modeling Talk Page Abuse/Resources)
Detox Specific Resources
[edit]- Detox project page
- Detox Data Set
- Detox research paper
- Wikimania 2016 Discussion
- Research Showcase presentation
Relevant Wikipedia Policies
[edit]Community Discussion/ Proposals on Talk Page Abuse and Toxicity
[edit]- Village Pump Proposal
- Community Wish List
- Wikimedia-l discussion
- Revision Scoring Talk Page
- Harassment Consultation
WMF Projects / Discussion on Harassment
[edit]Data Sources
[edit]Wikimedia Sources
[edit]- Administrators Board
- Users Blocked for Harassment (query)
- Edit Filter (about, rules e.g. 294, 478)
- deleted or suppressed talk page comments (very promising)
- Wikilabels (very promising)
External Publicly Available Sources
[edit]- Stanford Politeness Corpus
- MPQA A corpus with annotations for private states (e.g. beliefs, emotions, sentiments, speculations, etc.)
- Kaggle competition to detect insults (very promising)
- Internet Argument Corpus A set of 390,704 posts in 11,800 discussions extracted from the online debate site 4forums.com. Includes: degrees of agreement with a previous post, cordiality, audiencedirection, combativeness, assertiveness, emotionality of argumentation, and sarcasm.
- Alignment and Authority in Wikipedia Discussions (AAWD) Corpus A set of English, Russian, and Mandarin Wikipedia talkpage threads annotated for agreement/disagreement and other social cues.
Other Potential Sources
[edit]- Contact "League of Legends" team for training corpus
- Crowd-source using CrowdFlower, Mechanical Turk, or similar.
Related Work
[edit]- Abuse in Online Games
- A Computational Approach to Politeness
- A Sentiment Analysis Approach for Online Dispute Detection
- Antisocial Behavior in Online Discussion Communities
- How Community Feedback Shapes User Behavior
- Online Harassment Resource Guide
- Like trainer, like bot? Inheritance of bias in algorithmic content moderation (research with the data from the Detox project)
Talk Page Parsing Utilities
[edit]For distilled notes on some of the above resources, click here.