A Recipe for Privacy Preserving Autocorrect in GBoard: FL, DP, and Synthetic Data Sprinkles
The Personalisation Paradox
Training language models for tasks such as autocomplete or error correction isn’t just a matter of fixing typos. Sure, you can turn “pleaes” into “please”, that’s easy. But what about Dave, who always types “frmly” when he means “formally”? You don’t just need autocorrect,