SetFit/toxic_conversations

# Toxic Conversation This is a version of the [Jigsaw Unintended Bias in Toxicity Classification dataset](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview). It contains comments from the Civil Comments platform together with annotations if the comment is toxic or not. 10 annotators annotated each example and, as recommended in the task page, set a comment as toxic when target >= 0.5 The dataset is inbalanced, with only about 8% of the comments marked as toxic.

原始信息汇总

Toxic Conversation 数据集概述

数据集来源

• 该数据集是 Jigsaw Unintended Bias in Toxicity Classification dataset 的一个版本。

数据内容

• 包含来自 Civil Comments 平台的评论，并带有评论是否为有毒的标注。

标注过程

• 每个评论由 10 名标注者进行标注。
• 根据任务页面的建议，当目标值 >= 0.5 时，评论被标记为有毒。

数据集特点

• 数据集不平衡，仅有约 8% 的评论被标记为有毒。