Weighted Automata Extraction and Explanation of Recurrent Neural Networks for Natural Language Tasks.
Zeming WeiXiyue ZhangYihao ZhangMeng SunPublished in: CoRR (2023)
Keyphrases
- recurrent neural networks
- natural language
- neural network
- feed forward
- reservoir computing
- complex valued
- information extraction
- recurrent networks
- long short term memory
- artificial neural networks
- feedforward neural networks
- echo state networks
- cellular automata
- natural language processing
- question answering
- semantic interpretation
- hebbian learning
- cascade correlation
- semantic analysis
- finite state
- natural language understanding
- fuzzy logic
- nonlinear dynamic systems
- knowledge representation