ADAPTIVE RANKING OF NAVIGATION SUGGESTIONS

A method is disclosed for providing autocomplete suggestions for a navigation text box. The method includes receiving an input in the navigation text box and obtaining candidate navigation suggestions from a retrieval source. Respective signals are obtained for the candidate navigation suggestions, and respective probability scores are obtained by providing the input, candidate navigation suggestions, and signals to a navigation suggestion ranking model. The probability scores reflect a prediction of the likelihood of selection. Based on their respective probability scores, at least some candidate navigation suggestions are provided as autocomplete suggestions for the input. This method enhances user experience by offering relevant and personalized navigation suggestions in real-time, improving efficiency and accuracy in navigation tasks.