RManLuo/Awesome-LLM-KG
Awesome papers about unifying LLMs and KGs
This resource collects academic papers and materials that combine large language models (LLMs) with knowledge graphs (KGs). It helps researchers and practitioners explore how LLMs can leverage structured factual knowledge and how KGs can benefit from LLMs' generalizability. The output is a curated list of research, categorized by different unification approaches, for those working on advanced AI systems.
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Use this if you are a researcher or AI practitioner seeking to understand the latest advancements in integrating large language models with structured knowledge graphs for enhanced reasoning and factual accuracy.
Not ideal if you are looking for an off-the-shelf software tool or a simple tutorial for using existing LLMs, as this is a collection of academic papers.
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May 02, 2025
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