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CAD

Contextual Abuse Dataset

TextsCreative Commons Attribution 4.0 International Public LicenseIntroduced 2021-06-01

Dataset of primarily English Reddit entries which addresses several limitations of prior work. It (1) contains six conceptually distinct primary categories as well as secondary categories, (2) has labels annotated in the context of the conversation thread, (3) contains rationales and (4) uses an expert-driven group-adjudication process for high quality annotations.

Benchmarks

Classification/F1 on Toxic class Text Classification/F1 on Toxic class

Related Benchmarks

CAD-120/3D Action Recognition/Accuracy CAD-120/Action Detection/Accuracy CAD-120/Action Localization/Accuracy CAD-120/Action Recognition/Accuracy CAD-120/Activity Recognition/Accuracy CAD-120/Temporal Action Localization/Accuracy CAD-120/Video/Accuracy CAD-120/Zero-Shot Learning/Accuracy CADB/Image Quality Assessment/EMD CADB/Image Quality Assessment/LCCAll CADB/Image Quality Assessment/MSE CADB/Image Quality Assessment/SRCC CaDIS/2D Semantic Segmentation task 3 (25 classes)/Mean IoU (test)CaDIS/2D Semantic Segmentation task 3 (25 classes)/Mean IoU (val)

Statistics

Papers: 8
Benchmarks: 2

Links

Tasks

Classification Text Classification Toxic Comment Classification Toxic Spans Detection