Srulik Ben-david
2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Stephen Bach
|
Victor Sanh
|
Zheng Xin Yong
|
Albert Webson
|
Colin Raffel
|
Nihal V. Nayak
|
Abheesht Sharma
|
Taewoon Kim
|
M Saiful Bari
|
Thibault Fevry
|
Zaid Alyafeai
|
Manan Dey
|
Andrea Santilli
|
Zhiqing Sun
|
Srulik Ben-david
|
Canwen Xu
|
Gunjan Chhablani
|
Han Wang
|
Jason Fries
|
Maged Al-shaibani
|
Shanya Sharma
|
Urmish Thakker
|
Khalid Almubarak
|
Xiangru Tang
|
Dragomir Radev
|
Mike Tian-jian Jiang
|
Alexander Rush
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
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 https://github.com/bigscience-workshop/promptsource.
Search
Fix data
Co-authors
- Maged Al-Shaibani 1
- Khalid Almubarak 1
- Zaid Alyafeai 1
- Stephen Bach 1
- M Saiful Bari 1
- show all...
- Gunjan Chhablani 1
- Manan Dey 1
- Jason Fries 1
- Thibault Févry 1
- Mike Tian-Jian Jiang 1
- Taewoon Kim 1
- Nihal V. Nayak 1
- Dragomir Radev 1
- Colin Raffel 1
- Alexander M. Rush 1
- Victor Sanh 1
- Andrea Santilli 1
- Abheesht Sharma 1
- Shanya Sharma 1
- Zhiqing Sun 1
- Xiangru Tang 1
- Urmish Thakker 1
- Han Wang 1
- Albert Webson 1
- Canwen Xu 1
- Zheng-Xin Yong 1
Venues
- acl1