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arXiv — cs.AI

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Route-Verify-Vote: Procedure-Conditioned Self-Consistency for Mixed-Domain Reasoning

Compositional generalization remains challenging when language models must combine familiar reasoning operations in unfamiliar ways. The Scenario-Based Commonsense Reasoning Evaluation (SCoRE) 2026 tests this ability on three mixed domains absent from training and requires…

arXiv — cs.AIBy: Xinchen XiaoOctober 8, 2026 (Oct 8)
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  • Compositional generalization remains challenging when language models must combine familiar reasoning operations in unfamiliar ways
  • The Scenario-Based Commonsense Reasoning Evaluation (SCoRE) 2026 tests this ability on three mixed domains absent from training and requires…
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Route-Verify-Vote: Procedure-Conditioned Self-Consistency for Mixed-Domain Reasoning

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