Abstract: A method of facilitating consumption of online content includes receiving source text for a source article to be translated, the source text being in a source language. The source language for the source text and the target language to which the source text is to be translated are each identified. The source text, the source language, and the target language are each provided to a machine translation model which automatically generates translated text in the target language from the source text. The translated text is provided as input to a generative language model which generates summary text in the target language from the translated text. The summary text is provided to a text-to-speech model which generates summary audio from the summary text. The summary text and summary audio are then sent to a user interface via which the summary text is displayed, and playback of the summary audio is enabled.

Abstract: A web browser includes a decision task assistant that parses and analyzes web content of multiple browser tabs concurrently open within a browser session. The decision task assistant creates a decision task tab group that includes the subset of the multiple browser tabs that references webpage subjects pertaining to a common decision task. The decision task assistant discovers attributes of the webpage subjects and displays a decision task summary for the decision task tab group. The decision task summary includes task-specific comparative parameters referencing one or more of the discovered attributes of website subjects in association with content cards summarizing information pertaining to each of the website subjects.

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for providing an interactive search exploration tool. In embodiments, an interactive search exploration tool is presented via a graphical user interface. The tool may include a primary topic, indicating the search query, that is positioned at a center of the interactive search exploration tool. The tool may also include distance indicators indicating extents of relatedness to the primary topic. The distance indicators can be represented as concentric shapes positioned around the primary topic at varying distances. The tool can also include a related topic(s) positioned around the primary topic. The related topic is positioned in proximity to a distance indicator that corresponds with an extent of relatedness of the related topic to the primary topic. Thereafter, in response to a selection of the related topic, a topic content snippet that provides a representation of the related topic is presented.

Abstract: A method for multi-intent searching includes surfacing, via a web browser provided through a network, a search engine UI in a first browser tab, where the search engine UI includes a search box for specifying a search query. The method includes, responsive to user input, entering keystrokes into the search box, surfacing an autocomplete menu adjacent to the search box, and populating the autocomplete menu with suggested search queries related to the entered keystrokes. The method also includes surfacing a pop-out icon corresponding to each suggested search query within the autocomplete menu and, responsive to additional user input including a selection of the pop-out icon corresponding to one of the suggested search queries, launching a second browser tab including search results for the suggested search query, where the autocomplete menu with the suggested search queries is maintained within the first browser tab after the launching of the second browser tab.

Abstract: A method of facilitating consumption of online content includes receiving source text for a source article to be translated, the source text being in a source language. The source language for the source text and the target language to which the source text is to be translated are each identified. The source text, the source language, and the target language are each provided to a machine translation model which automatically generates translated text in the target language from the source text. The translated text is provided as input to a generative language model which generates summary text in the target language from the translated text. The summary text is provided to a text-to-speech model which generates summary audio from the summary text. The summary text and summary audio are then sent to a user interface via which the summary text is displayed, and playback of the summary audio is enabled.

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for providing an interactive search exploration tool. In embodiments, an interactive search exploration tool is presented via a graphical user interface. The tool may include a primary topic, indicating the search query, that is positioned at a center of the interactive search exploration tool. The tool may also include distance indicators indicating extents of relatedness to the primary topic. The distance indicators can be represented as concentric shapes positioned around the primary topic at varying distances. The tool can also include a related topic(s) positioned around the primary topic. The related topic is positioned in proximity to a distance indicator that corresponds with an extent of relatedness of the related topic to the primary topic. Thereafter, in response to a selection of the related topic, a topic content snippet that provides a representation of the related topic is presented.

Abstract: A method for multi-intent searching includes surfacing, via a web browser provided through a network, a search engine UI in a first browser tab, where the search engine UI includes a search box for specifying a search query. The method includes, responsive to user input, entering keystrokes into the search box, surfacing an autocomplete menu adjacent to the search box, and populating the autocomplete menu with suggested search queries related to the entered keystrokes. The method also includes surfacing a pop-out icon corresponding to each suggested search query within the autocomplete menu and, responsive to additional user input including a selection of the pop-out icon corresponding to one of the suggested search queries, launching a second browser tab including search results for the suggested search query, where the autocomplete menu with the suggested search queries is maintained within the first browser tab after the launching of the second browser tab.

Abstract: A method for multi-intent searching includes surfacing, via a web browser provided through a network, a search engine UI in a first browser tab, where the search engine UI includes a search box for specifying a search query. The method includes, responsive to user input, entering keystrokes into the search box, surfacing an autocomplete menu adjacent to the search box, and populating the autocomplete menu with suggested search queries related to the entered keystrokes. The method also includes surfacing a pop-out icon corresponding to each suggested search query within the autocomplete menu and, responsive to additional user input including a selection of the pop-out icon corresponding to one of the suggested search queries, launching a second browser tab including search results for the suggested search query, where the autocomplete menu with the suggested search queries is maintained within the first browser tab after the launching of the second browser tab.

Abstract: A method for multi-intent searching includes surfacing, via a web browser provided through a network, a search engine UI in a first browser tab, where the search engine UI includes a search box for specifying a search query. The method includes, responsive to user input, entering keystrokes into the search box, surfacing an autocomplete menu adjacent to the search box, and populating the autocomplete menu with suggested search queries related to the entered keystrokes. The method also includes surfacing a pop-out icon corresponding to each suggested search query within the autocomplete menu and, responsive to additional user input including a selection of the pop-out icon corresponding to one of the suggested search queries, launching a second browser tab including search results for the suggested search query, where the autocomplete menu with the suggested search queries is maintained within the first browser tab after the launching of the second browser tab.

Abstract: A pinning service interaction agent receives a user input indicating an object, corresponding to an application, to be pinned to a selected mobile device screen. The agent receives user selection of content, that is stored in a document on a remote data store, to be displayed in the object. The agent intermittently receives refresh data refreshing the content displayed in the pinned object based on the content stored in the document on the remote data store.