Abstract: Embodiments are disclosed for a method of providing a user interface on a computing device. The method includes presenting a virtual keyboard on a display of the computing device, detecting input to the virtual keyboard. The method further includes, for each detected input, determining whether the input selects any of one or more delimiter keys, displaying a placeholder for the input responsive to the input not selecting any of the one or more delimiter keys, and receiving suggested candidate text from a word-level recognizer and replacing all currently displayed placeholders with the suggested candidate text responsive to the input selecting any of the one or more delimiter keys.

Abstract: A method includes outputting a first graphical user interface including application information associated with a particular application of a plurality of applications executable by the computing device. The method also includes receiving an indication of a user input corresponding to a command associated with an operating system. The method further includes generating, based at least in part on the application information displayed as part of the first graphical user interface, at least one task shortcut to an action performable by one or more respective applications of the plurality of applications executable by the computing device. The method includes outputting a second graphical user interface including a graphical element corresponding to the at least one task shortcut.

Abstract: Embodiments are disclosed for a method of providing a user interface on a computing device. The method includes presenting a virtual keyboard on a display of the computing device, detecting input to the virtual keyboard. The method further includes, for each detected input, determining whether the input selects any of one or more delimiter keys, displaying a placeholder for the input responsive to the input not selecting any of the one or more delimiter keys, and receiving suggested candidate text from a word-level recognizer and replacing all currently displayed placeholders with the suggested candidate text responsive to the input selecting any of the one or more delimiter keys.

Abstract: Embodiments are disclosed for a method of providing a user interface on a computing device. The method includes presenting a virtual keyboard on a display of the computing device, detecting input to the virtual keyboard. The method further includes, for each detected input, determining whether the input selects any of one or more delimiter keys, displaying a placeholder for the input responsive to the input not selecting any of the one or more delimiter keys, and receiving suggested candidate text from a word-level recognizer and replacing all currently displayed placeholders with the suggested candidate text responsive to the input selecting any of the one or more delimiter keys.

Abstract: Embodiments are disclosed for a method of providing a user interface on a computing device. The method includes presenting a virtual keyboard on a display of the computing device, detecting input to the virtual keyboard. The method further includes, for each detected input, determining whether the input selects any of one or more delimiter keys, displaying a placeholder for the input responsive to the input not selecting any of the one or more delimiter keys, and receiving suggested candidate text from a word-level recognizer and replacing all currently displayed placeholders with the suggested candidate text responsive to the input selecting any of the one or more delimiter keys.

Abstract: A method of generating a decision graph from event stream data, wherein the event stream data includes a plurality of events, and each event includes an associated time stamp, includes generating decision nodes for the graph, wherein the decision nodes each comprise a question having a temporal element. The method includes generating leaf nodes for the graph, wherein the leaf nodes each comprise a rate parameter, and iteratively splitting and merging nodes in the graph in order to maximize a measure of purity of outcomes in resulting nodes.

Abstract: A method of generating a decision graph from event stream data, wherein the event stream data includes a plurality of events, and each event includes an associated time stamp, includes generating decision nodes for the graph, wherein the decision nodes each comprise a question having a temporal element. The method includes generating leaf nodes for the graph, wherein the leaf nodes each comprise a rate parameter, and iteratively splitting and merging nodes in the graph in order to maximize a measure of purity of outcomes in resulting nodes.