Abstract: A data loading circuit and method are provided. The circuit is configured to load data for a feature map calculated by a neural network into a calculation circuit, wherein the size of the convolution kernel of the neural network is K*K data, and a window corresponding to the convolution kernel slides with a step size of S in the feature map, where K and S are positive integers and S<K, the circuit comprising: two data loaders comprising a first data loader and a second data loader; and a controller configured to: control the first data loader to be in a data outputting mode and control the second data loader to be in a data reading mode, when the window slides within K consecutive rows of the feature map.

Abstract: Embodiments of this application provide an information processing method performed by a computer device. In the embodiments of this application, the information processing method includes: displaying session information in a session interface, the session information including a plurality of messages; responding to a touch operation for one of the plurality of messages of the session information, and displaying a target document corresponding to the session interface; acquiring a target document position in the target document; and loading at least the one of the plurality of messages of the session information into the target document position of the target document.

Abstract: An enhanced integration of spreadsheet environments and external environments is disclosed herein that allows users to enter non-native statements directly into the cells of a worksheet so that external resources can be applied with respect to their values. In addition, a security model is disclosed whereby external functions referenced in the cells of a worksheet are executed in the context of a runtime environment that is secured apart from the spreadsheet application that hosts the worksheet. Various enhancements to the user experience are also disclosed that allow users to enter non-native statements in line with respect to the functional syntax that forms the basis of spreadsheet formulas.

Abstract: An enhanced integration of spreadsheet environments and external environments is disclosed herein that allows users to enter non-native statements directly into the cells of a worksheet so that external resources can be applied with respect to their values. In addition, a security model is disclosed whereby external functions referenced in the cells of a worksheet are executed in the context of a runtime environment that is secured apart from the spreadsheet application that hosts the worksheet. Various enhancements to the user experience are also disclosed that allow users to enter non-native statements in line with respect to the functional syntax that forms the basis of spreadsheet formulas.

Abstract: In one embodiment, a system for generating a document includes one or more processors, and a non-transitory computer-readable medium storing instructions that cause the one or more processors to display, in an electronic display, a graphical user interface comprising a prior document section, a word processing section, and a tag query text field, receive query text from the tag query text field, retrieve one or more documents from a database having a tag corresponding to the query text, display in the prior document section a section of the one or more documents associated with the tag, receive a request to include text from the one or more documents in the prior document section in the document displayed in the word processing section, and populate the document displayed in the word processing section with the text.

Abstract: Methods, computer program products and/or systems are provided that perform the following operations: obtaining a performance matrix representing accuracies obtained by executing a plurality of pipelines on a plurality of training data sets, wherein a pipeline comprises a series of operations performed on a data set; selecting a defined number of top pipelines as potential pipelines for a testing data set based, at least in part, on a similarity between the testing data set and each of the plurality of training data sets represented in the performance matrix; storing results from executing each of the potential pipelines as a new data set; determining a pipeline accuracy for each of the potential pipelines when executed against the testing data set; and providing a recommended pipeline for use with the testing data set based, at least in part, on the pipeline accuracy for each potential pipeline.

Abstract: Systems and techniques for generating responsive documents are described. Digital content is organized into a structure that defines how content is presented when a document is displayed by a computing device. To generate the responsive document, relationships are defined among different digital content objects, such as groups of content objects to be presented together and content objects that are to be presented as alternatives of one another. Responsive patterns are assigned to grouped content objects, where each responsive pattern defines different layout configurations for displaying grouped content objects based on computing device display characteristics. In some implementations, multiple responsive patterns are assigned to a single content group and individual responsive patterns are associated with activation ranges for display characteristics that activate the responsive pattern.

Abstract: The disclosed technology includes multi-way triggering of automatic replication elements selectively within and across documents, cellular atomization of spreadsheet cells and charts while retaining their desired formula, function and content properties, combining the selective multi-way replication with the cellular atomization, and employing a library capability to easily reuse automatically coordinating elements and atomized spreadsheet or tabular cells and charts.

Abstract: The present invention relates to a system for converting a rich text document into an active document suitable for consumption on a particular device system, or operating system by human or machine. The system comprises a server including a non-transitory non-volatile storage medium. The non-transitory non-volatile storage medium is adapted to store at least rich text documents and active documents that have been converted from a rich text document format into an active document format. The server is adapted to carry out the steps of: scanning and parsing the rich text document to extract structural elements and contents; scanning and parsing the rich text document to extract embedded metadata; connecting structural elements and contents with the extracted metadata and the rich document to form a render data set; and sending the render data set to a configurable render module that outputs at least one active document.

Abstract: In an implementation, a computing device under the control of a spreadsheet application displays a spreadsheet in a user interface. The application detects a user action in the spreadsheet associated with an unstructured table and responsively drives the computer to display a suggestion component in the user interface. A selection of the component causes the computer to display a preview of a suggested table feature in the user interface.

Abstract: Systems, computer program products, and methods are described herein for providing a platform for generating published reports using report and worksheet building with position mapping identification. The present invention is configured to establish a reporting and analytics platform for a user interface and receive, from the user interface, a single-selection input referencing a set of system identification values associated with a first set of data in the reporting and analytics platform. The system may then display a plurality of formatting options for the set of system identification values on the user interface. The system can assign a selected formatting option to the system identification values and apply the selected formatting option to the first set of data in the reporting and analytics platform. The selected formatting options can be applied to additional sets of data based on system identification values.

Abstract: A display method of causing a display apparatus having a display screen to display a document is provided. The method includes a displaying step of causing a page image that is an image of a page of the document and thumbnail images of pages to be displayed on the display screen, a first receiving step of receiving a first operation for issuing an instruction for enlarging the page image, and an enlarging step of, in response to receiving the first operation, causing the page image displayed in the display area to be enlarged and displayed and causing the thumbnail images to be moved in a first direction in the display area. In the enlarging step, the thumbnail images are enlarged compared to those before the execution of the enlarging step with some portions of the thumbnail images being hidden, and the display in the display area is updated.

Abstract: Provided is a computer-implemented method, system, and computer program product for multi-location copying and context-based pasting. A processor may collect a plurality of copied data elements into a clipboard manager. The processor may compare, in response to a paste function being initialized into an input field of a plurality of input fields, the copied data elements and associated metadata with contextual data associated with the plurality of input fields. The processor may calculate, based on the comparing, a data environment confidence value and an individual confidence value for each copied data element with respect to a level of matching the contextual data associated with the input fields. The processor may generate, based on the calculating, an overall confidence value for the copied data elements. The processor may compare the overall confidence value of the copied data elements to a set of confidence thresholds associated with completing the paste function.

Abstract: A computer-implemented method gathers a set of previously filed applications, performs intent identification on the set, clusters applications in the set based on identified common intents, receives input from user and identifying intent of the input, matches the input to a cluster based on a common intent, and generates a new application based on the input using filed applications in a cluster having a common intent between the cluster and the input.

Abstract: A system and a method are disclosed for detecting that a requesting user is transmitting a request to a recipient user to perform one or more tasks with respect to a secure document. The system extracts features associated with the secure document and inputs the features into a machine learning model that outputs one or more probabilities corresponding to a potential failure of the request. Based on the one or more probabilities, the system generates one or more feature modification activities to improve a likelihood of the recipient user completing the request. The system provides the one or more feature modification activities to at least one of the requesting user and the recipient user.

Abstract: The present disclosure discloses methods and systems for generating multiple scanned files when scanning a document. The method includes receiving a document for scanning from a user. Once received, a user interface is displayed to the user to input one or more keywords based on which multiple scanned files are to be generated. A single scanned file is generated in a pre-defined format. One or more pages having the keywords as input by the user are identified from the scanned file. Based on the one or more identified pages having the keywords input by the user, separate multiple scanned files are automatically generated. As a result, a single scan activity performed by the user generates multiple scanned files.

Abstract: A method and computer readable medium for exploring similar users and items of a media service includes generating a user interface. The user interface displays a user selectable indicia representing a similar member function for allowing a user to search a media service for at least one other user. The one other user has a degree of similarity with respect to the searching user. Another method includes facilitating the search of such a similar user within a media service.

Abstract: Systems and methods for visually tagging communications in communication sessions are provided. A current communication session associated with a user device communicating with one or more other user devices may be monitored. The current communication session may include a plurality of messages including a set of the messages associated with the user device. An emotional state may be identified for each of the messages in the set and categorized based on analyzing the set of the messages in view of contextual information regarding the user of the user device. A categorized emotional state of at least one of the messages may be detected as triggering a tagging rule associated with the user of the user device. A presentation of the set of the messages may be modified within the current communication session based on the tagging rule. The modified presentation may include one or more tags indicative of the categorized emotional state of the at least one message.

Abstract: A highlighting engine modifies a target document by identifying and highlighting a set of text passages. The highlighting engine receives a training set of data including documents that each include a set of highlighted text passages. The highlighting engine trains a machine learned model using the training set of data. The trained machine learned model, when applied to subsequent identified candidate sets of text passages within the target document, identifies the set of text passages to highlight. The highlighting engine modifies the target document with the highlighted set of text passages and provides the modified target document for display via an interface. The highlighted set of text passages enable a user to quickly read and understand the target document.

Abstract: Systems and methods of editing a user experience by a what you see is what you get (wysiwyg) editor are disclosed. A system obtains a visible portion of a document object model for a document, with the visible portion including one or more visible objects to be presented to a user during a user experience. Instead of the visible portion being generated by the wysiwyg editor (thus requiring the visible portion to be rendered again at a later time by a rendering engine), the visible portion to be used is generated by the rendering engine based on a schema of the document. To allow such, the system generates and outputs an overlay to be placed on the visible portion during display of the visible portion, with the overlay to receive user inputs to the visible portion and thus prevent user interaction with the visible portion.