Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints

Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio Mendes, Gustavo de Rosa, Shital Shah. Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints. In Nafise Sadat Moosavi, Iryna Gurevych, Yufang Hou 0001, Gyuwan Kim, Young-Jin Kim, Tal Schuster, Ameeta Agrawal, editors, Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July 13, 2023. pages 274-289, Association for Computational Linguistics, 2023. [doi]

Abstract

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