Abstract: Approaches for cross-lingual regularization for multilingual generalization include a method for training a natural language processing (NLP) deep learning module. The method includes accessing a first dataset having a first training data entry, the first training data entry including one or more natural language input text strings in a first language; translating at least one of the one or more natural language input text strings of the first training data entry from the first language to a second language; creating a second training data entry by starting with the first training data entry and substituting the at least one of the natural language input text strings in the first language with the translation of the at least one of the natural language input text strings in the second language; adding the second training data entry to a second dataset; and training the deep learning module using the second dataset.

Abstract: Systems, methods, and computer-readable mediums for managing a subset of contacts on a telecommunications device are provided. In one embodiment, a software application executed by a processor of a telecommunications device identifies a subset of contacts selected at least in part by a user of the telecommunications device. The subset of contacts includes a portion of the user's contacts accessible by the telecommunications device. The software application causes display of a first portion of graphical identifiers associated with a first portion of the subset of contacts along a first path on a display of the telecommunications device about an axis positioned external to the display of the telecommunications device. The software application further causes display of a second portion of graphical identifiers associated with a second portion of the subset of contacts along a second path on the display of the telecommunications device about the external axis.

Abstract: An apparatus and method of operating a computer system is disclosed herein for rendering a user interface of an email service that includes a triage menu. In a user interface to an email service, an option to triage an email is rendered. In response to a selection of the option to triage the email, a triage menu is rendered that comprises a plurality of triage actions. At least one triage action of the plurality of triage actions corresponds to a service other than the email service. In response to a selection of the one triage action, triage information is communicated which indicates the selection of the one triage action to trigger a reminder in an application associated with the service.

Abstract: Approaches for cross-lingual regularization for multilingual generalization include a method for training a natural language processing (NLP) deep learning module. The method includes accessing a first dataset having a first training data entry, the first training data entry including one or more natural language input text strings in a first language; translating at least one of the one or more natural language input text strings of the first training data entry from the first language to a second language; creating a second training data entry by starting with the first training data entry and substituting the at least one of the natural language input text strings in the first language with the translation of the at least one of the natural language input text strings in the second language; adding the second training data entry to a second dataset; and training the deep learning module using the second dataset.

Abstract: Approaches for cross-lingual regularization for multilingual generalization include a method for training a natural language processing (NLP) deep learning module. The method includes accessing a first dataset having a first training data entry, the first training data entry including one or more natural language input text strings in a first language; translating at least one of the one or more natural language input text strings of the first training data entry from the first language to a second language; creating a second training data entry by starting with the first training data entry and substituting the at least one of the natural language input text strings in the first language with the translation of the at least one of the natural language input text strings in the second language; adding the second training data entry to a second dataset; and training the deep learning module using the second dataset.

Abstract: Various embodiments include at least one of systems, methods, and software to receive input configuring tests within a computing environment to expose users to standard application or website experiences or test experiences. In some embodiments, multiple tests may be configured to run orthogonally within user experiences without affecting the results of one another. Some such embodiments preserve the ability to execute certain tests in a non-orthogonal manner while other tests are allowed to execute orthogonally.

Abstract: A preferred contact group centric interface for a communication device can be used to facilitate communications by a user. The user interface can be arranged to activate from a user's “home page” on the display, from an idle screen that is accessed after a timeout period expires, or any other appropriate mechanism that activates the preferred contact group centric experience. A user selects the preferred contact group from among an array of the user's contacts. Once the contact group is configured, a minimal number of navigation/selection features is necessary to activate any number of communication modes available to the contacts. The contact group is configured such that simple and quick navigation between the contact members is achieved. The contact group can be presented in 2D and 3D arrangements, in any number of list or geometric configurations. A pricing plan can optionally be tied to each member of the contact group.

Abstract: Approaches for cross-lingual regularization for multilingual generalization include a method for training a natural language processing (NLP) deep learning module. The method includes accessing a first dataset having a first training data entry, the first training data entry including one or more natural language input text strings in a first language; translating at least one of the one or more natural language input text strings of the first training data entry from the first language to a second language; creating a second training data entry by starting with the first training data entry and substituting the at least one of the natural language input text strings in the first language with the translation of the at least one of the natural language input text strings in the second language; adding the second training data entry to a second dataset; and training the deep learning module using the second dataset.

Abstract: Various embodiments include at least one of systems, methods, and software to receive input configuring tests within a computing environment to expose users to standard application or website experiences or test experiences. In some embodiments, multiple tests may be configured to run orthogonally within user experiences without affecting the results of one another. Some such embodiments preserve the ability to execute certain tests in a non-orthogonal manner while other tests are allowed to execute orthogonally.

Abstract: Systems, methods, and software disclosed herein facilitate draft reminders. In at least one implementation, a primary view of an information management application is rendered. In various scenarios the primary view may include primary items, such as emails, events, tasks, or other types of items. When a reminder view is invoked, draft items are identified to include in the reminder view. The reminder view is then rendered in an overlaid manner with respect to the primary view and includes the draft items.

Abstract: Various embodiments include at least one of systems, methods, and software to receive input configuring tests within a computing environment to expose users to standard application or website experiences or test experiences. In some embodiments, multiple tests may be configured to run orthogonally within user experiences without affecting the results of one another. Some such embodiments preserve the ability to execute certain tests in a non-orthogonal manner while other tests are allowed to execute orthogonally.

Abstract: An apparatus and method of operating a computer system is disclosed herein for rendering a user interface of an email service that includes a triage menu. In a user interface to an email service, an option to triage an email is rendered. In response to a selection of the option to triage the email, a triage menu is rendered that comprises a plurality of triage actions. At least one triage action of the plurality of triage actions corresponds to a service other than the email service. In response to a selection of the one triage action, triage information is communicated which indicates the selection of the one triage action to trigger a reminder in an application associated with the service.

Abstract: A preferred contact group centric interface for a communication device can be used to facilitate communications by a user. The user interface can be arranged to activate from a user's “home page” on the display, from an idle screen that is accessed after a timeout period expires, or any other appropriate mechanism that activates the preferred contact group centric experience. A user selects the preferred contact group from among an array of the user's contacts. Once the contact group is configured, a minimal number of navigation/selection features is necessary to activate any number of communication modes available to the contacts. The contact group is configured such that simple and quick navigation between the contact members is achieved. The contact group can be presented in 2D and 3D arrangements, in any number of list or geometric configurations. A pricing plan can optionally be tied to each member of the contact group.

Abstract: A reminder service is disclosed herein receives action information indicative of an email selected for follow-up action in an email application. The reminder service identifies an additional application through which to surface a reminder about the follow-up action and communicates reminder information to the additional application with which to render the reminder.

Abstract: Various embodiments include at least one of systems, methods, and software to receive input configuring tests within a computing environment to expose users to standard application or website experiences or test experiences. In some embodiments, multiple tests may be configured to run orthogonally within user experiences without affecting the results of one another. Some such embodiments preserve the ability to execute certain tests in a non-orthogonal manner while other tests are allowed to execute orthogonally.

Abstract: Systems, methods, and software disclosed herein facilitate draft reminders. In at least one implementation, a primary view of an information management application is rendered. In various scenarios the primary view may include primary items, such as emails, events, tasks, or other types of items. When a reminder view is invoked, draft items are identified to include in the reminder view. The reminder view is then rendered in an overlaid manner with respect to the primary view and includes the draft items.

Abstract: Various embodiments include at least one of systems, methods, and software to receive input configuring tests within a computing environment to expose users to standard application or website experiences or test experiences. In some embodiments, multiple tests may be configured to run orthogonally within user experiences without affecting the results of one another. Some such embodiments preserve the ability to execute certain tests in a non-orthogonal manner while other tests are allowed to execute orthogonally.

Abstract: Systems, methods, and computer-readable mediums for managing a subset of contacts on a telecommunications device are provided. In one embodiment, a software application executed by a processor of a telecommunications device identifies a subset of contacts selected at least in part by a user of the telecommunications device. The subset of contacts includes a portion of the user's contacts accessible by the telecommunications device. The software application causes display of a first portion of graphical identifiers associated with a first portion of the subset of contacts along a first path on a display of the telecommunications device about an axis positioned external to the display of the telecommunications device. The software application further causes display of a second portion of graphical identifiers associated with a second portion of the subset of contacts along a second path on the display of the telecommunications device about the external axis.

Abstract: Systems, methods, and software disclosed herein facilitate draft reminders. In at least one implementation, a primary view of an information management application is rendered. In various scenarios the primary view may include primary items, such as emails, events, tasks, or other types of items. When a reminder view is invoked, draft items are identified to include in the reminder view. The reminder view is then rendered in an overlaid manner with respect to the primary view and includes the draft items.

Abstract: Systems, methods, and computer-readable mediums for managing contacts on a telecommunications device are provided. In one embodiment, a software application executed by a processor of a telecommunications device identifies a first subset of contacts selected at least in part by a user of the telecommunications device and a second subset of contacts. Each of the first and second subsets includes a portion of the user's contacts accessible by the telecommunications device. The software application causes display of a graphical identifier associated with each contact of the first subset of contacts in a first arrangement on a display of the telecommunications device about a first axis positioned external to the display. The software application further causes display of a graphical identifier associated with each contact of the second subset of contacts in a second arrangement on a display of the telecommunications device about a second axis positioned external to the display.