Grammar checking at Google Search scale

Many people with questions about grammar turn to Google Search for guidance. While existing features, such as “Did you mean”, already handle simple typo corrections, more complex grammatical error correction (GEC) is beyond their scope. What makes the development of new Google Search features challenging is that they must have high precision and recall while outputting results quickly.

The conventional approach to GEC …

bard beyond deep learning emnlp engineer eric error features google google search grammar guidance mean nlp people questions research research scientist scale search simple software software engineer team