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

Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-mageed, Laks Lakshmanan, V.s., Caio Mendes, Gustavo De Rosa, Shital Shah


Anthology ID:
2023.sustainlp-1.22
Volume:
Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)
Month:
July
Year:
2023
Address:
Toronto, Canada (Hybrid)
Editors:
Nafise Sadat Moosavi, Iryna Gurevych, Yufang Hou, Gyuwan Kim, Young Jin Kim, Tal Schuster, Ameeta Agrawal
Venue:
sustainlp
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
274–289
Language:
URL:
https://aclanthology.org/2023.sustainlp-1.22
DOI:
10.18653/v1/2023.sustainlp-1.22
Bibkey:
Cite (ACL):
Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-mageed, Laks Lakshmanan, V.s., Caio Mendes, Gustavo De Rosa, and Shital Shah. 2023. Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints. In Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP), pages 274–289, Toronto, Canada (Hybrid). Association for Computational Linguistics.
Cite (Informal):
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints (Jawahar et al., sustainlp 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.sustainlp-1.22.pdf
Video:
 https://aclanthology.org/2023.sustainlp-1.22.mp4