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    Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

    Published in ArXiv cs.CL Recent Papers (2026)
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    Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge

    Published in ArXiv cs.CL Recent Papers (2026)
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    The Last Word Often Wins: A Format Confound in Chain-of-Thought Corruption Studies

    Published in ArXiv cs.CL Recent Papers (2026)
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    Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR

    Published in ArXiv cs.CL Recent Papers (2026)
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    Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish

    Published in ArXiv cs.CL Recent Papers (2026)
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    Step Rejection Fine-Tuning: A Practical Distillation Recipe

    Published in ArXiv cs.CL Recent Papers (2026)
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