Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning

Philip Arthur, Trevor Cohn, Gholamreza Haffari

We present a novel approach to efficiently learn a simultaneous translation model with coupled programmer-interpreter policies. First, wepresent an algorithmic oracle to produce or…