PromptSource is a system for creating, sharing, and using natural language
prompts. Prompts are functions that map an example from a dataset to a natural
language input and target output. Using prompts to train and query language
models is an emerging area in NLP that requires new tools that let users
develop and refine these prompts collaboratively. PromptSource addresses the
emergent challenges in this new setting with (1) a templating language for
defining data-linked prompts, (2) an interface that lets users quickly iterate
on prompt development by observing outputs of their prompts on many examples,
and (3) a community-driven set of guidelines for contributing new prompts to a
common pool. Over 2,000 prompts for roughly 170 datasets are already available
in PromptSource. PromptSource is available at
this https URL.

该研究介绍了 PromptSource 系统，该系统用于创建、共享和使用自然语言提示，并解决了语言模型训练和查询中的新问题，包括定义数据关联的提示的模板语言、让用户快速迭代提示开发的接口，以及社区驱动的贡献新提示的指南。