Syntactic vs Semantic Linear Abstraction and Refinement of Neural Networks.
Calvin ChauJan KretínskýStefanie MohrPublished in: CoRR (2023)
Keyphrases
- neural network
- syntactic semantic
- natural language
- semantic representation
- high level
- semantic representations
- syntactic structures
- semantic parsing
- recognizing textual entailment
- semantic constraints
- multilayer perceptron
- pattern recognition
- context dependent
- natural language sentences
- back propagation
- semantic analysis
- shallow semantic
- semantic knowledge
- artificial neural networks
- fuzzy logic
- linear systems
- self organizing maps
- semantic web
- linguistic patterns
- highly non linear
- semantic information
- refinement process
- fault diagnosis
- semantic annotation
- semantic similarity
- semantic description
- recurrent neural networks
- semantic relationships
- dependency parsing
- natural language text