Ruddit

Ruddit 是英语语言 Reddit 评论的数据集，在 -1（最大支持）和 1（最大攻击性）之间的攻击性语言检测具有细粒度的实值分数。
数据集使用 Best--Worst Scaling 进行注释，这是一种比较注释形式，已被证明可以减轻使用评分量表的已知偏差。

Ruddit is a dataset of English-language Reddit comments, with fine-grained real-valued scores for offensive language detection ranging from -1 (maximum non-offensive support) to 1 (maximum offensiveness). The dataset is annotated using Best--Worst Scaling, a comparative annotation method that has been proven to mitigate known biases associated with rating scale-based annotation.

搜集汇总

背景与挑战

背景概述

Ruddit是一个英语Reddit评论数据集，专门用于攻击性语言检测，提供从-1（最大支持）到1（最大攻击性）的细粒度实值分数。该数据集采用Best-Worst Scaling注释方法，以减轻评分量表的已知偏差，提升注释质量。