Extracting Weighted Finite Automata from Recurrent Neural Networks for Natural Languages.
Zeming WeiXiyue ZhangMeng SunPublished in: CoRR (2022)
Keyphrases
- recurrent neural networks
- finite automata
- regular expressions
- natural language
- feed forward
- deterministic automata
- grammatical inference
- probabilistic automata
- echo state networks
- neural network
- tree automata
- reservoir computing
- recurrent networks
- nonlinear dynamic systems
- artificial neural networks
- context sensitive
- neural model
- cascade correlation
- finite automaton
- hidden markov models
- pattern matching
- gaussian processes
- structured data
- back propagation
- natural language processing