DEMix Layers: Disentangling Domains for Modular Language Modeling
Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah A. Smith, Luke Zettlemoyer
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies59 citationsDOIOpen Access PDF
Abstract
Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah Smith, Luke Zettlemoyer. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.
Topics & Concepts
Computer scienceModular designComputational linguisticsProgramming languageLinguisticsModeling languageNatural language processingArtificial intelligenceCognitive sciencePhilosophyPsychologySoftwareTopic ModelingNatural Language Processing Techniques