Are Deep Sequence Classifiers Good at Non-Trivial Generalization?

Francesco Cazzaro, Ariadna Quattoni, Xavier Carreras

Recent advances in deep learning models for sequence classification have greatly improved their classification accuracy, specially when large training sets are available. However,…