ReasonRec introduces a three-stage reasoning pipeline with CoT tuning, evidence-horizon curriculum, and uncertainty-guided delegation that claims over 30% gains in ranking metrics and up to 35% latency reduction on five recommendation datasets.
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ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation
ReasonRec introduces a three-stage reasoning pipeline with CoT tuning, evidence-horizon curriculum, and uncertainty-guided delegation that claims over 30% gains in ranking metrics and up to 35% latency reduction on five recommendation datasets.