Evaluating the Ability of LSTMs to Learn Context-Free Grammars

Luzi Sennhauser, Robert C. Berwick

While long short-term memory (LSTM) neural net architectures are designed to capture sequence information, human language is generally composed of hierarchical structures. This rai…