Author

Adnan Al Ali

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Preprint Aug 2026

Predicting Multilingual Classification and Translation Performance of LLMs with Cross-Lingual Alignment -- Is English Enough?

A PMI-based translation metric is proposed, which is less dependent on the target language and correlates strongly with chrF, and finds that CLA with English predicts translation quality comparably to or better than source-target CLA.

Adnan Al Ali, Kathy Hämmerl, Jindrich Libovický et al. · 0 citations