The unification of large language models (LLMs) and knowledge graphs (KGs) has emerged as a hot topic. At the LLM+KG'24 workshop, held in conjunction with VLDB 2024 in Guangzhou, China, one of the key themes explored was important data management challenges and opportunities due to the effective interaction between LLMs and KGs. This report outlines the major directions and approaches presented by various speakers during the LLM+KG'24 workshop.
翻译:大语言模型(LLMs)与知识图谱(KGs)的融合已成为一个热门研究领域。在与中国广州VLDB 2024会议同期举办的LLM+KG'24研讨会上,探讨的核心议题之一便是LLMs与KGs有效交互所带来的重要数据管理挑战与机遇。本报告概述了LLM+KG'24研讨会期间多位演讲者提出的主要研究方向与方法。