Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization
arXiv:2605.06219v1 Announce Type: new
Abstract: This paper studies test-time aggregation, an approach that generates multiple reasoning traces and aggregates them into a final answer. Most existing methods rely on evaluation signals collected from can…