http://arxiv.org/abs/1511.06303 Alternative structures for character-level RNNs

http://arxiv.org/abs/1508.06615 Character-Aware Neural Language Models

http://www.cs.cmu.edu/~lingwang/papers/emnlp2015.pdf Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation