A Critical Review of Recurrent Neural Networks for Sequence Learning

Zachary C. Lipton, John Berkowitz, Charles Elkan

Countless learning tasks require dealing with sequential data. Image captioning, speech synthesis, and music generation all require that a model produce outputs that are sequences.…