US Patent 11748578 Predictive text system

A method may include presenting a user interface on a computing device, the user interface including a character input portion and a predictive suggestion portion; converting, using at least one processor, a set of characters entered in the character input portion into a word vector; inputting the word vector into a neural network; based on the inputting, determining a set of output terms from the neural network; querying a data store to retrieve a user specific data value for an output term of the set of output terms; and presenting a paired output term that includes the output term and the user specific data value in the predictive suggestion portion of the user interface.