Abstract: Machine learning, artificial intelligence, and other computer-implemented methods are used to identify various semantically important chunks in documents, automatically label them with appropriate datatypes and semantic roles, and use this enhanced information to assist authors and to support downstream processes. Chunk locations, datatypes, and semantic roles can often be automatically determined from what is here called “context”, to wit, the combination of their formatting, structure, and content; those of adjacent or nearby content; overall patterns of occurrence in a document, and similarities of all these things across documents (mainly but not exclusively among documents in the same document set).

Abstract: A virtual whiteboard is modified responsive to editing commands. Each of the editing commands results in a respective state of the virtual whiteboard. At least some of the respective states are stored as whiteboard snapshots. A command to display one of the whiteboard snapshots is received. Based on the command, a user interface associated with the virtual whiteboard is updated according to the one of the whiteboard snapshots.

Abstract: The present disclosure relates to systems and methods for automatically identifying additional content for a webpage. The systems and methods may create a side pane placed next to a webpage to supplement the webpage in a browser. The side pane may provide additional information or additional content to help users consume the webpage. The additional content may provide webpage insights and help the users further explore the webpage.

Abstract: Method for learning synaptic weight values of a neural network, related data processing method, computer program, calculator and processing system The invention relates to a method for training synaptic weight values of at least one layer of an artificial neural network. The method is computer-implemented, and comprises training the weight values from training data, each weight value from said training being a quantized weight value belonging to a set of quantized values. The set of quantized values consists of values encoded with a predefined number B of bits, and with a quantization step P between two successive quantized values that satisfies: P = 1 ? 2 B - 1 2 ? where ?·? represents the integer part function; the quantized values also being included in a predefined interval chosen from the interval [?1?P; 1] and the interval [?1; 1].

Abstract: As described herein, a system, method, and computer program are provided for using a dynamic threshold mechanism that is utilizing a set of machine learning models to auto-complete user input fields. User access to a form having a plurality of user input fields is detected. One or more of the plurality of user input fields are auto-completed over a sequence of stages, utilizing at least one machine learning model.

Abstract: A method and a system include receiving indication of a user interaction within a pre-determined time period, determining that the user interaction is a contextual triggering event based on a plurality of triggering conditions, identifying a media content item associated with the contextual triggering event, generating a first user interface including a user-selectable element representing a content transmission proposal, in response to detecting a user selection of the user-selectable element, generating a second user interface, the second user interface including the media content item and a plurality of user-selectable entity icons.

Abstract: A method and a system for remotely controlling interface display, a device, and a storage medium. The method includes steps of: detecting a first operation based on a first display window displayed in a first device, where the first display window displays a display interface of a second device, and the first operation is used to indicate an operation of controlling the second device to perform an occlusion on an area to be occluded in the display interface of the second device; determining area information of the area based on the first operation; and sending an occlusion instruction to the second device based on the area information, where the occlusion instruction is used to instruct the second device to perform an occlusion processing on the area based on the area information.

Abstract: A method, apparatus, electronic device and computer-readable storage medium for task creation. The method includes: in response to a triggering operation of creating a first task for a single file message in a session, determining a first title name of the first task based on a file name of a file corresponding to the single file message; and creating the first task and filling the determined first title name in a title region of the first task.

Abstract: An image forming apparatus includes a processor configured to switch one or more addresses to be displayed on a screen displaying the one or more addresses among plural addresses used for a transmission function for transmitting information according to a change in coordinates of a moving object without touching the screen.

Abstract: A processing device includes: an entity pre-processing means for receiving a set of atoms, the atom indicating a combination of a predicate and an associative array of entities that are arguments of the predicate, and calculating for each of the entities an entity feature vector for each of the entities, the vector reflecting a correspondence between keys and the entity in the associative array; and a post-processing means for receiving a query indicating contents of processing, and executing the processing indicated by the query using the entity feature vector.

Abstract: A system to generate a graphical user interface to display a presentation of a set of shared user groups between users of a social networking service is described. Embodiments of the present disclosure relate generally to systems for: receiving an identification of a second user from a user account of a first user; identifying a user group that includes the first user and the second user in response to the identification of the second user from the user account of the first user; retrieving user identifiers of the first user and the second user, wherein the user identifiers may include graphical avatars; generating a group identifier based on the user identifiers; and causing display of a presentation of the user group at a client device.

Abstract: Appended information is accumulated for each block of a first document before revision. A second document, which is a revised version of the first document, is divided into blocks. Each of the blocks of the first document, from which the appended information is removed, is compared with the blocks of the second document. The blocks of the first document are associated with the blocks of the second document on a one-to-one basis. The appended information related to the blocks of the first document is added to the blocks of the second document.

Abstract: Methods, systems, and non-transitory computer readable storage media are disclosed for managing computing systems according to detect and correct configuration gaps with specific system requirements frameworks. Specifically, the disclosed system accesses a digital data repository to determine attribute values of data objects representing functions or infrastructure associated with handling target data for an entity. The disclosed system determines a digital representation of a system requirements framework that indicates controls associated with handling specific data types. Based on the attribute values and a gap rules set associated with the system requirements framework, the disclosed system determines configuration gaps to be addressed via control actions for installing controls in connection with various data assets or data processes.

Abstract: A method and a system for classifying one or more hyperlinks in a document are provided. The method includes identifying the one or more hyperlinks in the document based on an analysis of text strings of the document. The method further includes analyzing surrounding text strings around each of the one or more hyperlinks and classifying, based on the analysis of the surrounding text strings around each of the one or more hyperlinks, the one or more hyperlinks into at least one category among a plurality of predetermined categories.

Abstract: A web browsing system includes a server configured to render a webpage, and a communication terminal configured to display the webpage based on a result of the rendering, the communication terminal including: a unit configured to transmit, to the server, address information of the webpage and specification information for specifying a display environment of the communication terminal, and a unit configured to receive, from the server, a render image of the webpage rendered based on a rendering condition specified based on the specification information, and the server including: a unit configured to receive the address information and the specification information from the communication terminal, and a unit configured to access the webpage based on the address information, generate the render image from the webpage based on the rendering condition specified based on the specification information, and transmit the render image to the communication terminal.

Abstract: A patient information system is described. A virtual representation of a patient is generated using a captured image of the patient. A graphical user interface is displayed on the display, the graphical user interface including a first screen portion configured to display the virtual representation of the patient and a second screen portion configured to display information. A selection of an area of interest is received on the virtual representation of the patient. Clinical and diagnostic information associated with the selected area of interest is received and displayed in the second screen portion of the graphical user interface. The graphical user interface also includes a timeline that displays events of interest. A selection of an event of interest causes the second screen portion of the graphical user interface to display clinical and diagnostic information associated with the selected event of interest.

Abstract: A method, apparatus, and non-transitory computer readable medium for natural language processing are described. Embodiments of the present disclosure include obtaining a document comprising a first event mention and a second event mention. Some embodiments generate a dependency tree based on the document. The dependency tree is pruned by removing an irrelevant word to obtain a pruned dependency tree. Subevent relation information is generated for the first event mention and the second event mention based on the pruned dependency tree.

Abstract: Certain aspects of the present disclosure provide techniques for rendering visual artifacts in virtual worlds using machine learning models. An example method generally includes identifying, based on a machine learning model and a streaming natural language input, an intent associated with the streaming natural language input; generating, based on the identified intent associated with the streaming natural language input, one or more virtual objects for rendering in a virtual environment displayed on one or more displays of an electronic device; and rendering the generated one or more virtual objects in the virtual environment.

Abstract: A planning workstation includes a display system and a user input device and is configured to display a plurality of interactive windows for a user to view a plan for a medical procedure. Each of the plurality of interactive windows displays a different rendering of a model of anatomical passageways. The planning workstation is further configured to display a path through the anatomical passageways to a target of the medical procedure, display a virtual image of an instrument within the anatomical passageways, display a control point corresponding to a distal end of the instrument, receive a user input via the user input device, identify a position of the control point based at least on the user input, and, in response to receiving the user input, dynamically update a position of the instrument in at least one of the interactive windows to match the position of the control point.

Abstract: The disclosure provides a method for launching a browsing session. The method generally includes triggering a browser extension popup of a browser extension at a first device; requesting, by the browser extension popup, one or more uniform resource locator (URL) redirection rules, wherein the one or more URL redirection rules are associated with one or more URLs; receiving the one or more URL redirection rules; receiving, by the browser, a URL; sending, from the first device to a second device, a request to launch another browser at the second device based on the received URL matching at least one of the one or more URLs associated with the one or more URL redirection rules; sending, from the first device to the second device, the received URL; and displaying the launched browser of the second device.