Texts

WikiDetox

Wikipedia Detox

Introduced in Ex Machina: Personal Attacks Seen at Scale2016

About this Dataset

An annotated dataset of 1m crowd-sourced annotations that cover 100k talk page diffs (with 10 judgements per diff) for personal attacks, aggression, and toxicity.

Source: Ex Machina: Personal Attacks Seen at Scale

Dataset Variants

WikiDetox

Papers1

Ex Machina: Personal Attacks Seen at Scale

A method that combines crowdsourcing and machine learning to analyze personal attacks at scale is developed and illustrated, and an evaluation method for a classifier in terms of the aggregated number of crowd-workers it can approximate is shown.

Tasks

EDIT

Toxic Comment Classification Aggression Identification

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