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Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment

arXiv cs.CL · 2026-06-29 Cached

Introduces Smooth Maximum Mean Discrepancy (SMMD), a loss function that aligns predicted numeric distributions with targets using kernel matching and graph-based smoothness, improving numerical prediction accuracy in LLMs across multiple tasks.

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