Provably Stable Interpretable Encodings of Context Free Grammars in RNNs with a Differentiable Stack.
John StoginAnkur Arjun MaliC. Lee GilesPublished in: CoRR (2020)
Keyphrases
- context free grammars
- recurrent neural networks
- grammatical inference
- context free languages
- context free
- syntactic pattern recognition
- grammar induction
- attribute grammars
- formal languages
- covering arrays
- regular expressions
- predicate invention
- production rules
- xml schema
- relational databases
- regular languages
- lexical semantics
- closure properties
- machine learning
- tree automata
- neural network
- data model
- tree adjoining