notesum.ai

Published at November 15

On the Shortcut Learning in Multilingual Neural Machine Translation

cs.CL

cs.AI

Released Date: November 15, 2024

Authors: Wenxuan Wang¹, Wenxiang Jiao², Jen-tse Huang¹, Zhaopeng Tu², Michael R. Lyu

Aff.: ¹The Chinese University of Hong Kong, Hong Kong, China; ²Tencent AI Lab, Shenzhen, Guangdong, China

Arxiv: http://arxiv.org/abs/2411.10581v1

Refer to caption

Target	Pretrain	MNMT Model
Tag	Model	w/o Pretrain	w/ Pretrain
None	Fr(100%)	En(100%)	En(100%)
\hdashlineFr	Fr(100%)	Fr(97%), En(3%)	En(100%)
De	Fr(100%)	De(60%), En(40%)	En(100%)
\hdashlineEn	Fr(100%)	En(100%)	En(100%)