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A validation-driven training controller for cross-lingual biomedical NER via reinforcement learning-based adaptive loss weighting

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Objective: Cross-lingual biomedical named entity recognition (BioNER) remains challenging in low-resource settings due to scarce annotations, heterogeneous corpora, and severe label imbalance dominated by the O class. We aim to i... ...