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Min-Jing Shi

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#machine learning Preprint Oct 2026

CAST: Credit Alignment for Cross-Tokenizer On-Policy Distillation

Cross-tokenizer on-policy distillation (OPD) requires aligning teacher and student sequences before their scores can be compared. Decoded-text alignment provides such correspondence at the chunk level, but leaves a distinct problem unresolved: credit alignment. A chunk-level signal specifies how much a span should chan...

Jing-Ru Yang, Jin-Hang Wu, Min-Jing Shi et al. · 0 citations

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