Data Governance in the Age of Large-Scale Data-Driven Language Technology

• DOI: 10.1145/3531146.3534637
• Publication Date: 2022-06-20T14:27:10Z
• Authors: Yacine Jernite; Huu Nguyen; Stella Biderman; Anna Rogers; Maraim Masoud; Valentin Danchev; Samson Tan; Alexandra Sasha L...; Nishant Subramani; Isaac Johnson; Gerard Dupont; Jesse Dodge; Kyle Lo; Zeerak Talat; Dragomir Radev; Aaron Gokaslan; Somaieh Nikpoor; Peter Henderson; Rishi Bommasani; Margaret Mitchell
• Keywords: Data governance

The recent emergence and adoption of Machine Learning technology, specifically Large Language Models, has drawn attention to the need for systematic transparent management language data. This work proposes an approach global data governance that attempts organize amongst stakeholders, values, rights. Our proposal is informed by prior on distributed accounts human values grounded international research collaboration brings together researchers practitioners from 60 countries. framework we present a multi-party structure focused data, incorporating technical organizational tools needed support its work.