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20232026
most citedRethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

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cs.CV2026

S1-VL: Scientific Multimodal Reasoning Model with Thinking-with-Images

Qingxiao Li, Lifeng Xu, QingLi Wang +4

We present S1-VL, a multimodal reasoning model for scientific domains that natively supports two complementary reasoning paradigms: Scientific Reasoning, which relies on structured…