notesum.ai

Published at October 23

Responsible Multilingual Large Language Models: A Survey of Development, Applications, and Societal Impact

cs.HC

cs.AI

Released Date: October 23, 2024

Authors: Junhua Liu¹, Bin Fu²

Aff.: ¹Forth AI; ²Shopee

Arxiv: https://arxiv.org/abs/2410.17532v1

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Category	Example	Number of	Population	Proportion of
Category	Languages	Languages	(100M)	Languages (%)
0	Dahalo, Warlpiri,	2291	12	88.38
0	Popoloca, Wallisian, Bora	2291	12	88.38
1	Cherokee, Fijian,	222	0.3	5.49
1	Greenlandic, Bhojpuri, Navajo	222	0.3	5.49
2	Zulu, Konkani, Lao,	19	0.057	0.36
2	Maltese, Irish	19	0.057	0.36
3	Indonesian, Ukrainian,	28	18	4.42
3	Cebuano, Afrikaans, Hebrew	28	18	4.42
4	Russian, Hungarian,	18	22	1.07
4	Vietnamese, Dutch, Korean	18	22	1.07
5	English, Spanish, German,	7	25	0.28
5	Japanese, French	7	25	0.28