Learning Calibrated Confidence for Multi-Agent Collaboration.

arXiv:2610.39927v1 Announce Type: cross Abstract: Complex information seeking on the Web often requires collecting evidence from multiple documents and reasoning across them, as in multi-hop question answering. Multi-agent systems address such tasks by dividin