Napoleon H. Reyes

Massey University

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Natural Language Processing (1)

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Thamali Wijewardhana (1)Surangika Ranathunga (1)

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Jun 9, 2026

Massey UniversityJun 9, 2026·also School of Mathematical and Computational Sciences

Which LoRA? An Empirical Study on the Effectiveness of LoRA Techniques During Multilingual Instruction Tuning

More complex LoRA variants offer no significant benefits over basic LoRA for multilingual instruction tuning, raising questions about the necessity of architectural complexity in this context.

Thamali Wijewardhana, Napoleon H. Reyes, Surangika Ranathunga

Natural Language Processing

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Napoleon H. Reyes

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)