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Machine Translation on Tunisian Arabic Eng→Aeb

6.27BLEUHermes-2-Pro
4.10684.66845.235.7916Mar 17, 2026

Evaluation results

MethodLinks
Hermes-2-ProSetting=Direct (Best k)2026.036.2724.32
Hermes-2-ProSetting=With Pivot (Best k), Strategy=pivot-based prompting2026.035.0624.31
TowerInstructSetting=With Pivot (Best k), Strategy=pivot-based prompting2026.034.9920.63
Hermes-2-ProSetting=Zero-shot (k=0)2026.034.6224.32
TowerInstructSetting=Direct (Best k)2026.034.4620.74
NLLB-200Model Type=Baseline2026.034.210.42
NLLB-200 distilledLanguage Pair=Eng-Aeb2026.034.210.42
TowerInstructSetting=Zero-shot (k=0)2026.034.1917.62