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GyroNovo, a framework with two main contributions that align missing-fragment recovery with decoder behavior while explicitly incorporating the mass relationships that underlie peptide fragmentation, is introduced.
Dialectal Arabic machine translation (MT) remains challenging despite recent progress in Arabic language technologies, particularly because effective translation requires modeling not only semantic content but also dialectal variation, conversational context, speaker and addressee characteristics, and sociolinguistic a...
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