Language Semantics Interpretation with an Interaction-Based Recurrent Neural Network.
Shaw-Hwa LoYiqiao YinPublished in: Mach. Learn. Knowl. Extr. (2021)
Keyphrases
- recurrent neural networks
- logical language
- operational semantics
- specification language
- neural network
- highly expressive
- formal language
- recurrent networks
- intended meaning
- complex valued
- formal semantics
- feed forward
- logic programming language
- hidden layer
- feedforward neural networks
- agent communication
- definition language
- semantic interpretation
- programming language
- action language
- reservoir computing
- nonlinear dynamic systems
- echo state networks
- artificial neural networks
- natural language
- logic programming
- neural model
- language learning
- proof theory
- dynamic logic
- long short term memory
- model theoretic
- conditional logic
- conceptual graphs
- human computer interaction
- high level
- uml class diagrams
- situation calculus
- fixed point semantics
- aggregate functions
- relational structures
- speech acts
- conceptual model
- decision making
- artificial intelligence
- learning algorithm