Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
Keito KudoYoichi AokiTatsuki KuribayashiAna BrassardMasashi YoshikawaKeisuke SakaguchiKentaro InuiPublished in: EACL (2023)
Keyphrases
- neural network
- pattern recognition
- back propagation
- reasoning process
- automated reasoning
- qualitative reasoning
- fuzzy logic
- multilayer perceptron
- neural nets
- multi layer
- reasoning mechanisms
- analogical reasoning
- formal models
- knowledge representation and reasoning
- meta level
- fault diagnosis
- knowledge representation
- knowledge base
- rule extraction
- reasoning systems
- artificial neural networks
- genetic algorithm