Chaitanya Ahuja

Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling

2017 · arXiv (Cornell University)

Recurrent neural networks have shown remarkable success in modeling sequences. However low resource situations still adversely affect the generalizability of these models. We introduce a new family of models, called Lattice Recurrent Units (LRU), to …