EleutherAI: Going Beyond "Open Science" to "Science in the Open"Download PDF

Published: 24 Oct 2022, Last Modified: 05 May 2023WBRC 2022 OralReaders: Everyone
Keywords: open, public, research, collaboration
TL;DR: How EleutherAI conducts research in public, and why it has been successful
Abstract: Over the past two years, EleutherAI has established itself as a radical initiative aimed at both promoting open-source research and conducting research in a transparent, openly accessible and collaborative manner. EleutherAI's approach to research goes beyond transparency; by doing research entirely in public, anyone in the world can observe and contribute at every stage. Our work has been received positively and resulted in several high-impact projects in Natural Language Processing and other fields. In this paper, we describe our experience doing public-facing machine learning research, the benefits we believe this approach brings, and the pitfalls we have encountered.
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