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Shortformer: Better Language Modeling using Shorter Inputs

Ofir Press, Noah A. Smith, Mike Lewis

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Abstract

Ofir Press, Noah A. Smith, Mike Lewis. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.

Topics & Concepts

PerplexityLanguage modelTransformerComputer sciencePosition (finance)AlgorithmWord (group theory)Artificial intelligenceMathematicsEngineeringVoltageFinanceGeometryEconomicsElectrical engineeringTopic ModelingNatural Language Processing TechniquesText Readability and Simplification