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Apr, 2024
任意知识图谱上的零样本逻辑查询推理
Zero-shot Logical Query Reasoning on any Knowledge Graph
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Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro, Jian Tang, Zhaocheng Zhu
TL;DR
UltraQuery是一个基于归纳推理模型,可以在任何知识图谱上零样本回答逻辑查询,具有竞争性或更好的查询性能,并且在14个数据集上取得了新的技术水平。
Abstract
complex logical query answering
(CLQA) in
knowledge graphs
(KGs) goes beyond simple KG completion and aims at answering compositional queries comprised of multiple projections and logical operations. Existing
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