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Nov 23, 2022 · In light of this challenge, we first introduce the cognitive knowledge graph (CogKG) that represents expert rules and relational facts in a ...
This repository contains the source code and dataset for the paper: Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning ...
[AACL-IJCNLP 2022] Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning. Zhepei Wei, Yue Wang, Jinnan Li ...
Jun 7, 2024 · This paper reviews the basic concepts and definitions of knowledge reasoning and the reasoning methods used for knowledge graphs.
Aug 8, 2023 · Knowledge Representation and Reasoning (KR) is a field of Artificial Intelligence (AI) that deals with explicit, symbolic, declarative ...
Jul 17, 2024 · This paper reviews the basic concepts and definitions of knowledge reasoning and the reasoning methods used for knowledge graphs. Specifically, ...
May 18, 2024 · This paper explores recent advancements in neural-symbolic integration based on KG, examining how it supports integration in three categories.
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets ...
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This paper provides an extensive overview of the use of knowledge graphs in the context of Explainable Machine Learning.
It refers to the certainty of the nodes carried out in the ensuing reasoning steps. Lastly, we conduct reasoning on the InferGraph through applying expert rules ...