Hassan S. Shavarani

Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation

In simultaneous machine translation, finding an agent with the optimal action sequence of reads and writes that maintain a high level of translation quality while minimizing the average lag in producing target tokens remains an extremely challenging problem. We propose a novel supervised learning ap…