Video-HopChain: Multi-Hop Questions and Confidence-Gated Exploration for Video Reasoning Models.

arXiv:2609.25773v2 Announce Type: replace-cross Abstract: HopChain has shown on still images that multi-hop data synthesis improves vision-language reasoning, because long chain-of-thought reasoning exposes errors that compound across steps, while most data us