Research:Detox/Resources

Detox Specific Resources

• Detox project page
• Detox Data Set
• Detox research paper
• Wikimania 2016 Discussion
• Research Showcase presentation

Relevant Wikipedia Policies

• No personal attacks
• Harassment

Community Discussion/ Proposals on Talk Page Abuse and Toxicity

• Village Pump Proposal
• Community Wish List
• Wikimedia-l discussion
• Revision Scoring Talk Page
• Harassment Consultation

WMF Projects / Discussion on Harassment

• Research:Harassment survey 2015

• Wikimedia Foundation Board noticeboard/November 2016 - Statement on Healthy Community Culture, Inclusivity, and Safe Spaces

Data Sources

Wikimedia Sources

• 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

• 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

• Contact "League of Legends" team for training corpus
• Crowd-source using CrowdFlower, Mechanical Turk, or similar.

Related Work

• 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

• WikiTalkParser
• WikiChatter
• halfak/talk-parser

For distilled notes on some of the above resources, click here.