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Hasan Alkhder

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#artificial intelligence Preprint Sep 2026

Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect Generation

Neural machine translation (NMT) systems typically produce a single output per input, obscuring the alternative decision trajectories implicitly available within multilingual decoding. This opacity becomes particularly problematic in low-resource dialect settings, where multiple linguistically valid realizations may di...

Hasan Alkhder, Mohammad Abboush, I. Tchappi et al. · 0 citations

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