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Vishal Chhabra, Atul AgrawaL

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Open access Sep 2026

Zero-Shot Evaluation of Multilingual Models for Bidirectional English–Indic Machine Translation

A detailed comparative analysis of five state-of-the-art models in a zero-shot translation paradigm between English and four typologically different languages, Indic languages: Gujarati, Malayalam, Hindi, and Tamil indicates that there is significant performance difference among language pairs, translation directions a...

Vishal Chhabra, Atul AgrawaL · 0 citations

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