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

arXiv:2610.08814 · cs.AI, cs.CL, cs.LG · Submitted 2026-09-23 · Read on arXiv

cs.AI, cs.CL, cs.LG

Submitted: 2026-09-23

Updated: 2026-09-23

Project page: https://pku-space.github.io/SCoRE2026

Terminology

• Accuracy — 51× in this paper · explained in 1 episode
• Consistency — 12× in this paper · explained in 3 episodes
• Self-consistency — 9× in this paper · explained in 2 episodes
• Compositional Generalization — 4× in this paper · explained in 4 episodes
• Core — 4× in this paper · explained in 2 episodes
• Generalization — 4× in this paper · explained in 13 episodes
• Trace — 4× in this paper · explained in 2 episodes
• Verification — 4× in this paper · explained in 2 episodes
• Abstraction — 3× in this paper · explained in 1 episode
• Aggregation — 3× in this paper · explained in 1 episode
• Chain-of-Thought Prompting — 3× in this paper · explained in 2 episodes
• Fine-Tuning — 3× in this paper · explained in 5 episodes
• Pruning — 3× in this paper · explained in 4 episodes
• Ablation — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Test-time Scaling — 2× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Adaptive Sampling — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 4 episodes
• Distribution Shift — 1× in this paper · explained in 6 episodes
• Frozen model — 1× in this paper · explained in 3 episodes
• Quantization — 1× in this paper · explained in 12 episodes
• Reasoning Traces — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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