LogiPart: Local Large Language Models for Data Exploration at Scale with Logical Partitioning
LogiPart: 用于大规模数据探索的本地大语言模型与逻辑分区
机构 * Tiago Fernandes Tavares(独立研究者)
专题命中 AI治理与伦理 :alignment(abstract);分类 cs.CL、cs.AI
AI总结 LogiPart通过本地大语言模型与逻辑分区技术,在大规模数据探索中实现高效、可解释的税目发现,克服传统方法的效率与成本限制。
Comments This version introduces a major architectural shift to Local LLMs and NLI-based assignment, scaling the framework to O(1) generative complexity. Formerly titled 'Question-Driven Analysis and Synthesis'