The neural noisy channel

We formulate sequence to sequence transduction as a noisy channel decoding problem and use recurrent neural networks to parameterise the source and channel models. Unlike direct models which can suffer from explaining-away effects during training, noisy channel models must produce outputs that expla...

Full description

Bibliographic Details
Main Authors: Yu, L, Blunsom, P, Dyer, C, Grefenstette, E, Kocisky, T
Format: Conference item
Published: Computational and Biological Learning Society 2017