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

The recent emergence and adoption of Machine Learning technology, and specifically of Large Language Models, has drawn attention to the need for systematic and transparent management of language data. This work proposes an approach to global language data governance that attempts to organize data ma...

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Veröffentlicht in:	arXiv.org 2022-11
Hauptverfasser:	Jernite, Yacine, Nguyen, Huu, Biderman, Stella, Rogers, Anna, Maraim Masoud, Danchev, Valentin, Tan, Samson, Luccioni, Alexandra Sasha, Subramani, Nishant, Dupont, Gérard, Dodge, Jesse, Lo, Kyle, Zeerak Talat, Johnson, Isaac, Radev, Dragomir, Nikpoor, Somaieh, Frohberg, Jörg, Gokaslan, Aaron, Henderson, Peter, Bommasani, Rishi, Mitchell, Margaret
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Computers and Society Data management Machine learning
Online-Zugang:	Volltext
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