[Adapt] [Seminar] Logic Rules Powered Knowledge Graph Embedding

646199191 at qq.com 646199191 at qq.com
Tue Mar 19 23:15:13 CST 2019

Hi adapters:

    I will introduce a paper about how to use logic rules to reinforce knowledge graph embedding.
    Large scale knowledge graph embedding has attracted much attention from both academia and industry in the field of Artificial Intelligence. However, most existing methods concentrate solely on fact triples contained in the given knowledge graph. Inspired by the fact that logic rules can provide a flexible and declarative language for expressing rich background knowledge, it is natural to integrate logic rules into knowledge graph embedding, to transfer human knowledge to entity and relation embedding, and strengthen the learning process. See more details in paper: https://arxiv.org/abs/1903.03772v1.

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