notesum.ai

Published at November 13

Zero-shot Cross-lingual Transfer Learning with Multiple Source and Target Languages for Information Extraction: Language Selection and Adversarial Training

cs.CL

cs.AI

Released Date: November 13, 2024

Authors: Nghia Trung Ngo¹, Thien Huu Nguyen¹

Aff.: ¹Department of Computer Science, University of Oregon, Eugene, Oregon, USA

Arxiv: http://arxiv.org/abs/2411.08785v1

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		SMALL	BASE	LARGE	MODEL_AVG
	medoids*	1.8	1.7	0.7	1.4
	tur*	2.7	1.0	1.0	1.5
	por*	6.0	6.1	5.8	6.0
M	task_avg	3.5	2.9	2.5	3.0
	medoids*	2.1	1.4	1.9	1.8
	ita*	3.9	3.7	3.1	3.5
	nld*	9.2	8.6	6.7	8.2
	fas*	1.8	1.7	0.7	1.4
S	task_avg	4.2	3.8	3.1	3.7