Before revision: Non-autoregressive neural machine translation achieves remarkable inference acceleration compared to autoregressive models. However, current non-autoregressive models still fall behind their autoregressive counterparts in prediction accuracy.
After revision: Although non-autoregressive models still fall behind their autoregressive counterparts in prediction accuracy.