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Edit, Don't Imitate: Minimal-Edit On-Policy Distillation for Multimodal Reasoning

arXiv:2610.30231v1 Announce Type: new Abstract: Visual mathematical reasoning can fail before reasoning begins: when a vision-language model (VLM) misreads a diagram, subsequent reasoning proceeds from false premises. This perceptual bottleneck is especially pronounced in smaller models, while accu…

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  1. 2026-10-23 04:00 · arXiv cs.LG
    Edit, Don't Imitate: Minimal-Edit On-Policy Distillation for Multimodal Reasoning

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