Measuring Catastrophic Forgetting in Cross-Lingual Classification: Transfer Paradigms and Tuning Strategies

Cross-lingual transfer leverages knowledge from a resource-rich source language, commonly English, to enhance performance in less-resourced target languages. Two widely used strategies are: Cross-Lingual Validation (CLV), which involves training on the source language and validating on the target la...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Cross-lingual learning catastrophic-forgetting document classification
Online Access:	https://ieeexplore.ieee.org/document/10892119/