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few-shot learning 1inductive reasoning 1knowledge graph completion 1large language models 1multimodal learning 1

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20242026
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cs.IR2026

GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation

Yong Wang, Hongliang Sun, Jinlan Liu +4

Large language models (LLMs) offer new opportunities for recommendation by interpreting item descriptions, user instructions, and external knowledge through natural-language prompt…