We present POTATO, the Portable text annotation tool, a free, fully open-sourced annotation system that 1) supports labeling many types of text and multimodal data; 2) offers easy-to-configure features to maximize the productivity of both deployers and annotators (convenient templates for common ML/NLP tasks, active learning, keypress shortcuts, keyword highlights, tooltips); and 3) supports a high degree of customization (editable UI, inserting pre-screening questions, attention and qualification tests). Experiments over two annotation tasks suggest that POTATO improves labeling speed through its specially-designed productivity features, especially for long documents and complex tasks. POTATO is available at https://github.com/davidjurgens/potato and will continue to be updated.
翻译:我们提出POTATO,即POTATO,即POTATO的可移动文本注释工具,是一个自由、完全开放的源码注释系统,1)支持标签许多类型的文本和多式数据;2)提供易于配置的特征,以最大限度地提高部署者和通知员的生产率(通用ML/NLP任务、积极学习、按键快捷键、关键词提示、工具提示的召集模板);3)支持高度定制化(编辑UI、插入预先筛选问题、关注和资格测试)。 两项说明性任务实验表明,POTATO通过特别设计的生产率特征改进标签速度,特别是长文件和复杂任务。 POTATO可在https://github.com/davidjurgens/potato上查阅,并将继续更新。