TL;DR本文提出了一种基于概率模型的 RNNLogic,并采用 EM 算法和后验推断方法,实现了在知识图谱推理中,学习逻辑规则的高效优化
Abstract
This paper studies learning logic rules for reasoning on knowledge graphs.
Logic rules provide interpretable explanations when used for prediction as well
as being able to generalize to other tasks, and hence are