Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?

Ahmed Alajrami, Katerina Margatina, Nikolaos Aletras. Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 9085-9108, Association for Computational Linguistics, 2023. [doi]

Abstract

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