Jindong Wang
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126
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2026
OISD: On-Policy Internal Self-Distillation of Language Models
The OISD framework improves language model reasoning by distilling on-policy predictive signals from the final output layer to intermediate representations, leading to substantial improvements on mathematical reasoning tasks.
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Papers
cs.LGcs.AIcs.CVRecentMay 27, 2026
OISD: On-Policy Internal Self-Distillation of Language Models
Xinyu Liu, Darryl Cherian Jacob, Yang Zhou, Jindong Wang +1 more
The OISD framework improves language model reasoning by distilling on-policy predictive signals from the final output layer to intermediate representations, leading to substantial improvements on math…
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