Language Semantics Interpretation with an Interaction-based Recurrent Neural Networks.
Shaw-Hwa LoYiqiao YinPublished in: CoRR (2021)
Keyphrases
- recurrent neural networks
- logical language
- operational semantics
- feed forward
- formal semantics
- specification language
- semantic interpretation
- highly expressive
- complex valued
- intended meaning
- logic programming language
- formal language
- natural language
- neural network
- echo state networks
- recurrent networks
- artificial neural networks
- programming language
- model theoretic
- definition language
- feedforward neural networks
- nonlinear dynamic systems
- agent communication
- action language
- reservoir computing
- proof theory
- formal languages
- fixed point semantics
- speech acts
- conceptual graphs
- logic programming
- neural models
- cascade correlation
- semantic information
- dynamic logic
- aggregate functions
- relational structures
- neural model
- conditional logic
- situation calculus
- conceptual model