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...

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Bibliografische Detailangaben

Hauptverfasser:	Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2025-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Cross-lingual learning catastrophic-forgetting document classification
Online-Zugang:	https://ieeexplore.ieee.org/document/10892119/
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