Baoyu Hou

Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models

Grammatical Error Correction (GEC) aims to correct grammatical errors in sentences. We find that autoregressive models tend to assign low probabilities to tokens that need corrections. Here we introduce additional signals to the training of GEC models so that these systems can learn to better predic…