Large Language Model-Enhanced Relational Operators Taxonomy and Benchmark Analysis
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大语言模型增强的关系算子体系与基准测试分析 Large Language Model-Enhanced Relational Operators Taxonomy and Benchmark Analysis 随着大语言模型的发展，诸多研究通过类似算子的组件将大语言模型集成到关系型数据处理任务中，例如带有语义谓词的过滤器、知识增强的表格插补、数据实体匹配以及复杂的语义查询处理。这些组件在调用大语言模型的同时保留了关系型的输入和输出接口，因此被称为大语言模型增强的关系算子。然而，现有的此类算子存在定义碎片化、实现策略各异以及缺乏全面评估基准等问题。 https://arxiv.org/pdf/2603.02537 https://linktr.ee/learnbydoingwithsteven #LargeLanguageModels #DatabaseManagement #DataScience #RelationalDatabases #ArtificialIntelligence #TechPodcast #StevenDataTalk #数能生智 #数据漫谈
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