Weighted automata extraction and explanation of recurrent neural networks for natural language tasks.
Zeming WeiXiyue ZhangYihao ZhangMeng SunPublished in: J. Log. Algebraic Methods Program. (2024)
Keyphrases
- recurrent neural networks
- natural language
- neural network
- information extraction
- recurrent networks
- reservoir computing
- echo state networks
- feed forward
- artificial neural networks
- neural model
- feedforward neural networks
- complex valued
- automatic extraction
- long short term memory
- natural language interface
- knowledge representation
- machine learning
- natural language generation
- hebbian learning
- semantic analysis
- natural language understanding
- transfer learning
- question answering
- question answering systems
- natural language processing
- neural models
- cascade correlation
- knowledge base