Xin-Chen Xiao

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

This work introduces Route-Verify-Vote (RVV), a framework for procedure-conditioned self-consistency that uses language models without parameter updates that supports domain-specific reasoning procedures and answer-set disagreement as useful tools for allocating inference-time computation in mixed-domain reasoning.