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UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction
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UrbanKGent is a unified LLM agent framework proposed for automatic Urban Knowledge Graph (UrbanKG) construction. It integrates knowledgeable instruction generation, a tool-augmented iterative trajectory refinement module, and hybrid instruction fine-tuning to effectively address both relational triplet extraction and knowledge graph completion tasks, enhancing the creation of urban KGs.
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