Incorporating symbolic domain knowledge into graph neural networks

DOI10.1007/s10994-021-05966-zOpenAlexW3094736108MaRDI QIDQ2071312

Ashwin Srinivasan, Tirtharaj Dash, Lovekesh Vig

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2010.13900

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment

Uses Software

• Aleph
• PyTorch
• Adam

Cites Work

• ILP turns 20. Biography and future challenges
• What Kinds of Relational Features Are Useful for Statistical Learning?
• Relational Knowledge Extraction from Attribute-Value Learners
• Using ILP to Construct Features for Information Extraction from Semi-structured Text
• Inductive Logic Programming
• Unnamed Item
• Unnamed Item

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