Shypd.aiThe largest open index of AI toolsAwesome-LLM-KG is a research and education tool that compiles papers and resources on unifying Large Language Models (LLMs) and Knowledge Graphs (KGs). It helps researchers understand this emerging field.
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Awesome-LLM-KG is a comprehensive collection of academic papers and resources dedicated to the integration of Large Language Models (LLMs) and Knowledge Graphs (KGs). This repository aims to provide researchers and practitioners with a clear roadmap and understanding of how to leverage the strengths of both LLMs, known for their generalizability, and KGs, valued for their structured factual knowledge. It categorizes research into three main frameworks: KG-enhanced LLMs, LLM-augmented KGs, and Synergized LLMs + KGs, detailing involved techniques and applications. The project is actively updated with new research, including recent papers accepted at major conferences like ICML, NeurIPS, and ACL, making it a valuable resource for staying current in the field.
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