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Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora

Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew Arnold, Xiang Ren

202225 citationsDOIOpen Access PDF

Abstract

Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew Arnold, Xiang Ren. Proceedings of BigScience Episode #5 -- Workshop on Challenges & Perspectives in Creating Large Language Models. 2022.

Topics & Concepts

ZhàngComputer scienceNatural language processingLinguisticsLanguage modelArtificial intelligenceCognitive scienceHistoryPhilosophyPsychologyChinaArchaeologyTopic ModelingNatural Language Processing TechniquesMultimodal Machine Learning Applications
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora | Litcius