TL;DR本文介绍了SetFit和Like a Good Nearest Neighbor方法,利用文本分类技术来解决社交媒体平台上有害内容的检测问题,研究比较了四个标签分布下的文本分类系统。
Abstract
Modern text classification systems have impressive capabilities but are infeasible to deploy and use reliably due to their dependence on prompting and billion-parameter language models. setfit (Tunstall et al., 2