Abstract: Aspects of the disclosure provide for mechanisms for generating interactive screenshot based on a static screenshot. A method of the disclosure includes extracting application markers within a screenshot, determining, based on the application markers, an application in the screenshot, extracting content markers within the application of the screenshot based on the application, obtaining a Uniform Resource Locator (URL) associated with each of the extracted content markers, generating an interactive element based on each of the extracted content markers and corresponding URL, and updating each of the extracted content markers with a corresponding generated interactive element.

Abstract: Some examples relate generally to computer architecture software data classification and information security and, in some more particular aspects, to verifying information or events in a file system using spatial data.

Abstract: A file management system may include a file server that performs calculations of a spreadsheet file instance to generate a dataset that includes values in the spreadsheet file instance. The file management system also may include an application operating at a client device that is in communication with the file server via a network. The application may receive, via the network, a version of the dataset comprising the values generated by the calculations performed by the server. The application may visualize a spreadsheet at the user interface. The visualized spreadsheet may display at least a subset of the values. In one case, protected contents of one or more cells in the spreadsheet may be converted to other values when displayed at the user interface.

Abstract: Some embodiments provide a program that receives a request to sectionize a document, uses a visual model to identify a set of candidate section headers in the document, and uses a language model to determine a type of section header for at least one candidate section header in the set of candidate section headers in the document. Some embodiments provide a program that receives a request to anonymize data in a document, uses a visual model to identify a set of candidate confidential sections in the document that are each predicted to include a collection of confidential data, uses a language model to identify terms in each candidate confidential section that are determined to be confidential data, analyzes the document to identify a set of terms in the document based on the identified terms in the set of candidate confidential sections, and redacts the set of terms in the document.

Abstract: A system identifies a first text fragment as being under evaluation, wherein the first text is in at least a first document being compared to a second document using a first semantic model. The system compares the first text fragment to one or more text fragments of the second document. The system identifies top-k text fragments in the second document that are most similar to the first text fragment based on processing using the first semantic model. The system presents a user, via a graphical user interface (GUI), the top-k text fragments in visual proximity to the first text fragment.

Abstract: An electronic device according to an embodiment disclosed in the present document may comprise: an imaging device for generating image data; a communication circuit; at least one processor operatively connected to the imaging device and the communication circuit; and a memory operatively connected to the processor, for storing a command.

Abstract: An article generation method and device, and a computer storage medium. According to an example of the method, after a content source is mined based on requirement information inputted by a user, at least one topic dimension vector may be extracted from the mined content source by using a particular topic generation model. Then, for each extracted topic dimension vector, topic sentence mining is performed on the content source according to the topic dimension vector, to obtain topic sentences corresponding to the topic dimension vector. Finally, the topic sentences corresponding to the at least one topic dimension vector are spliced and synthesized, to generate an article conforming to the requirement information.

Abstract: A method and system for providing an electronic form are described. The method and system include identifying a visible portion of the electronic form. The electronic form can include a control component at a component location of the electronic form that is operable to receive an input from a user. The method and system can then determine an accessibility state of the control component based on the component location and at least one of a display property of the display and the visible portion. The accessibility state can be a convenient state when the component location is suitable for the display but is in an inconvenient state when the component location is not suitable for the display. When it is determined that the accessibility state is the inconvenient state, the method and system involves displaying a transient control component, or a version of the control component, on the display.

Abstract: In an approach to improving the predictive accuracy of classifiers, one or more computer processors calculate one or more training set statistics. The one or more computer processors generate one or more balanced training sets based on one or more calculated training set statistics. The one or more computer processors train one or more cognitive models utilizing one or more unbalanced training sets and one or more generated balanced training sets. The one or more computer processors determine a fitness of the one or more trained cognitive models. The one or more computer processors adjust one or more training sets based on the determined fitness of the one or more cognitive models.

Abstract: In some implementations, a device may receive a first document from a first client device. The device may parse the first document into first sentences. The device may receive a second document from a second client device. The device may parse the second document into second sentences. The device may select a first sentence of the first document and a second sentence of the second document. The device may convert the first sentence into a first vector and the second sentence into a second vector. The device may determine a similarity score associated with the first vector and the second vector. The device may determine, based on the similarity score, that a first word set in the first sentence and a second word set in the second sentence correspond to a reference annotation. The device may perform an action associated with the reference annotation.

Abstract: The information processing device receives question information, converts words contained in the received question information into word vectors including a plurality of element values respectively associated with a plurality of elements. The information processing device refers to the memory that stores, in association with the elements, specific information specifying the strength of specific meanings contained within the element values associated with the elements and acquires, using the specific information, a plurality of semantic information items indicating the strength of the specific meanings respectively contained within the plurality of element values included in the word vectors. The information processing device performs an evaluation relating to the received question information on the basis of the acquired plurality of semantic information items.

Abstract: A dynamic browser bookmark system configured to present a user's bookmarks in a hierarchical manner based on webpage contextual data is disclosed. The system may aggregate browser bookmarks associated with a user device. The system may determine a first webpage being viewed on the user device. The system may dynamically filter the browser bookmarks to determine a first plurality of browser bookmarks associated with the first webpage. The system may generate and transmit a graphical user interface including a hierarchical view of the browser bookmarks. The system may determine a second webpage being viewed on the user device and dynamically filter the aggregated browser bookmarks to determine a second plurality of browser bookmarks relevant to the second webpage, which may include a browser bookmark of the first plurality of browser bookmarks, and generate a second graphical user interface including a hierarchical view of the second plurality of browser bookmarks.

Abstract: A system and methods are disclosed for automatic focus detection with relative threshold-aware cell visibility for a scrolling cell collection. The method includes identifying visible cells of a plurality of cells of a reference frame, the visible cells rendered in a graphical user interface (GUI) displaying at least a portion of the reference frame, determining, by a processing device rendering the GUI and for each visible cell of the visible cells, a distance value indicating a distance to a focus threshold in the reference frame that the visible cell has traveled since the visible cell became visible in the GUI, and modifying a behavior of the visible cells in the GUI based on the distance value of each of the visible cells.

Abstract: A display apparatus is provided. The display apparatus includes a display, an input receiver comprising input receiving circuitry, and a controller. The input receiver receives an input, e.g., a user input. The controller displays a user interface (UI) including a plurality of menu items on the display, performs a function corresponding to a menu item selected based on the input from among the plurality of menu items, determines whether the function has been used based on a type of the function performed, and changes a configuration of the plurality of menu items based on the determination. With this, the display apparatus may provide menu items corresponding to frequently or more used functions to allow a user to easily access thereto, thereby improving user convenience.

Abstract: Systems and methods are provided for converting a document comprising text to a template using a model, and for improving the model so used. The systems and methods presented comprise a local computing device, a remote computing device, communication modules, information on datatypes and patterns that may be converted from document text to template fields, rules regarding document context, and verification criteria. A user may use the systems and methods to convert a document comprising text into a template comprising fields derived from the document text, and optionally may use the systems and methods to improve the model based on a set or subset of documents. The present invention solves problems with the currently available systems and methods of converting document text to a template.

Abstract: A computer implemented method for identifying one or more data elements in an input data stream formed from an input data structure using processing enabled by a processor-executable instruction can be stored on a non-transitory computerized storage medium. This stored method includes identifying a marker sequence set in the input document string, the marker sequence set including a marker sequence; assigning an eligibility value to each marker sequence, the eligibility value being a number calculated using an eligibility calculation, to obtain at least one eligible marker sequence; generating output data comprising data related to the at least one eligible marker sequence; and providing the output data, such as on a human-readable interface.

Abstract: A system may use a machine-learned model to determine whether to classify a sequence of one or more words within a first document that is being edited as a candidate hyperlink based at least in part on context associated with the first document. In response to classifying the sequence of one or more words as the candidate hyperlink, the system may use the machine-learned model and based at least in part on the sequence of one or more words and the context to determine one or more candidate document to be hyperlinked from the sequence of one or more words. In response to receiving an indication of a second document being selected out of the one or more candidate documents, the system may modify the first document to associate the sequence of one or more words with a hyperlink to the second document.

Abstract: Dynamic link preview generation techniques are described that overcome the challenges of conventional techniques by supporting link preview generation by a content provider system that proves the digital content via a respective network address. In one example, a content provider system, based on a request received from a service provider system, identifies a communication platform of the service provider system that is to be used to communicate the shared link. Upon identifying the communication platform, the content provider system locates customization data that describes how the link preview is to be generated for the communication platform. In response, the content provider system renders digital content available via the network address to generate the link preview.

Abstract: A two-step algorithm for conducting near real-time fuzzy searches of a target on one or more large data sets is described. This algorithm includes the simplification of the data by removing grammatical constructs to bring the target search term (and the stored database) to their base elements and then perform a Levenstein comparison to create a subset of the data set that may be a match. Then performing a scoring algorithm while comparing the target to the subset of the data set to identify any matches.

Abstract: A method, a computer system, and a computer program product are provided. A computing system receives natural language first textual input from a second computing system and performs natural language processing. The natural language processing identifies vagueness and missing information in the first textual input. Additional information is obtained from at least one source responsive to identifying at least one of the vagueness and the missing information. The identified vagueness and the missing information are resolved based on the obtained additional information and a meaning of the first textual input is determined. Output is provided to the second computing system for presentation to a user.