On Evaluating the Generalization of LSTM Models in Formal Languages

Mirac Suzgun, Yonatan Belinkov, Stuart M. Shieber

Recurrent Neural Networks (RNNs) are theoretically Turing-complete and established themselves as a dominant model for language processing. Yet, there still remains an uncertainty r…