The reddit self-post classification task 红点自发布分类任务

欢迎来到雷迪特自邮分类任务（RSPCT）！

此数据集的目的是在许多类中创建一个有趣的大文本分类问题，它不会像大多数此类数据集那样遭受标签稀缺性的影响。请参阅博客文章，了解更详细的写入，或在此处查看论文。目的是将自设帖子分类为发布这些帖子的子编辑。在选择一组"好"的子数据以尽量减少内容重叠方面，我们付出了大量努力。

我们建议您在继续之前查看此数据集的博客文章。如果您有更详细的问题，这里还有一份论文的草稿。

Welcome to the Reddit Self-Post Classification Task (RSPCT)!

This dataset aims to create an engaging large-scale text classification task across numerous categories, which avoids the label scarcity issue plaguing most similar existing datasets. Please refer to the blog post for a more detailed exposition, or check out the paper here. The task objective is to classify self-posts into the subreddit where they were originally posted. Considerable effort has been devoted to selecting a "high-quality" subset of data to minimize content overlap between categories.

We recommend reviewing the blog post for this dataset before proceeding with your work. If you have further questions, a draft version of the associated paper is also available here.

搜集汇总

背景与挑战

背景概述

该数据集旨在构建一个包含多类别的大型文本分类任务，以解决标签稀疏性问题。它包含101.3万个自发布帖子，覆盖1013个子版块，每个类别提供1000个示例，并附带子版块信息文件用于辅助分类。