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Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases
The recent developments and growing interest in neural-symbolic models h...
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Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
Neural-symbolic computing has now become the subject of interest of both...
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Think Again Networks and the Delta Loss
This short paper introduces an abstraction called Think Again Networks (...
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Think Again Networks, the Delta Loss, and an Application in Language Modeling
This short paper introduces an abstraction called Think Again Networks (...
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Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems
Deep learning has consistently defied state-of-the-art techniques in man...
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Neural Networks Models for Analyzing Magic: the Gathering Cards
Historically, games of all kinds have often been the subject of study in...
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Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition
Sudoku is a widely popular NP-Complete combinatorial puzzle whose prospe...
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On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals
Recent developments in AI, Machine Learning and Robotics have raised con...
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