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A must-read survey: LLM-empowered knowledge graph construction...

@TheTuringPost
Turing Post@TheTuringPost
32 views Oct 26, 2025 ~1 min read
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A must-read survey: LLM-empowered knowledge graph construction

Connects traditional KG methods with modern LLM-driven techniques, covering:

- KG foundations: ontology, extraction, fusion
- LLM-enhanced ontology: top-down & bottom-up
- LLM-driven extraction: schema-based & schema-free
- LLM-powered fusion
- Future: KG reasoning, dynamic memory, multimodal KGs
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arxiv.org/abs/2510.20345
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