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self-consistency · 相关文章

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Learning When to Sample: Confidence-Aware Selective Sampling for Efficient Chain-of-Thought Reasoning
ArXiv CS.CL2026-06-16
Operadic consistency: a label-free signal for compositional reasoning failures in LLMs
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Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
ArXiv CS.CV2026-06-12
Agreement in Representation Space for Open-Ended Self-Consistency
ArXiv CS.CL2026-06-11
CGES: Confidence-Guided Early Stopping for Efficient and Accurate Self-Consistency
ArXiv CS.CL2026-06-10
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning
ArXiv CS.CL2026-06-08
Boosting Self-Consistency with Ranking
ArXiv CS.CL2026-06-04
Hallucination Is Linearly Decodable from Mid-Layer Hidden States in Quantized LLMs
ArXiv CS.CL2026-06-03
Perception First: A Frontier Native-Video Model with Self-Consistency for Implicit Video Question Answering
ArXiv CS.CV2026-06-02
NEMO: Execution-Aware Optimization Modeling via Autonomous Coding Agents
ArXiv CS.AI2026-06-01