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