Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection
Suchin Gururangan, Dallas Card, Sarah K. Dreier, Emily Kalah Gade, Leroy Z. Wang, Zeyu Wang, Luke Zettlemoyer, Noah A. Smith
Abstract
Suchin Gururangan, Dallas Card, Sarah Dreier, Emily Gade, Leroy Wang, Zeyu Wang, Luke Zettlemoyer, Noah A. Smith. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022.
Topics & Concepts
Computer scienceSelection (genetic algorithm)Natural language processingQuality (philosophy)Artificial intelligencePhysicsQuantum mechanicsNatural Language Processing TechniquesComputational and Text Analysis MethodsTopic Modeling