To Retrieve or To Think? Cross-Boundary Context Evolution for Multi-hop Complex Reasoning
EvoCtx dynamically decides whether the next reasoning transition should cross the current evidence boundary through retrieval or refine the reasoning state within the existing context, and strategically alternates between boundary expansion and intra-boundary trajectory refinement.
Rubing Chen, Jian Wang, Wenjie Li et al.
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