Mechanisms are provided for latent ambiguity handling in natural language processing. The method may include: providing an annotated semantic graph based on a knowledge base in which nodes representing semantic concepts are linked by semantic relationships, wherein one or more nodes are annotated to indicate a latent ambiguity of the semantic concept; processing a natural language input by activation of the annotated semantic graph; during processing when encountering an annotated node indicating a latent ambiguity of the semantic concept, applying a pre-defined latent ambiguity process to the node; and replacing any annotated nodes indicating a latent ambiguity of the concept remaining in an output of the processing of the natural language input with an alternative node from the semantic graph.

Various embodiments are generally directed to systems for summarizing data visualizations (i.e., images of data visualizations), such as a graph image, for instance. Some embodiments are particularly directed to a personalized graph summarizer that analyzes a data visualization, or image, to detect pre-defined patterns within the data visualization, and produces a textual summary of the data visualization based on the pre-defined patterns detected within the data visualization. In various embodiments, the personalized graph summarizer may include features to adapt to the preferences of a user for generating an automated, personalized computer-generated narrative. For instance, additional pre-defined patterns may be created for detection and/or the textual summary may be tailored based on user preferences. In some such instances, one or more of the user preferences may be automatically determined by the personalized graph summarizer without requiring the user to explicitly indicate them. Embodiments may integrate machine learning and computer vision concepts.

Autotagging a template of a reporting workbook is provided. The template of the reporting workbook is received. The template is in a first format type. User specified selection of portions of the template are received. The portions are associated with at least two dimensions of the reporting workbook. A user specified type is received for a tag. A modification of the template is created by automatically generating a tag in a predetermined field of each of the portions based on the user specified type. A version of the reporting workbook is generated based on the modification of the template, wherein the version is in a second format type.

A Version management Service (VMS) that enables consistent management of dynamic digital resources throughout their life cycle. The service handles the association of resources with logical specifications formally expressed using an extensible logical language understood and agreed by tiers. A new version of a digital resource is considered certified only if the resource owner is able to formally prove that the new version satisfies the logical specifications, with the help of the VMS. The VMS uses formal proofs for qualifying changes (occurring either on the resource content or on the corresponding specifications), and for characterizing them through the evolution of version labels. While the resource owners may handle a fully detailed specification (internal), the users may have a simplified view of the same resource, i.e. a particular external specification.

Systems, methods, and software are disclosed herein for enhancing group collaboration in the context of productivity applications. In an implementation, a productivity application includes a user interface in which a document may be presented. In addition, a view of a groups feature provided by a social network service may be presented in the user interface to the productivity application. The view may include various options or interacting with the groups feature, such as the ability to create a new group, the ability to post comments to a group in the social network service, and the ability to upload documents to a group.

The disclosure discloses a tape printer including a data receiving portion, a display control portion, and a print control portion. The data receiving portion is configured to receive talk data containing plural pieces of speech related data along a time series, the speech related data including speech display texts from each of a first and a second speaker. The display control portion is configured to control the display device so that the plural pieces of speech related data is arrayed and displayed in order of the time series along a tape length direction, and first and second speech related data respectively in relation to the first and second speaker contained in the talk data are displayed in mutually different forms. The print control portion is configured to control a printing head to form a plurality of print objects corresponding respectively to the plural pieces of speech related data.

An information processing apparatus includes an archive file generation unit and a deriving unit. The archive file generation unit generates multiple archive files each including one or more pieces of document data and information regarding one or more processing functions. The one or more pieces of document data are each associated with the one or more processing functions. The information indicates one or more processes to be executed on the one or more pieces of document data. The deriving unit derives, from the multiple generated archive files, a common processing function among the processing functions that is common to the archive files and a piece of document data among the pieces of document data that is associated with the common processing function.

A distributed spreadsheet application executes at a server and a client in a network. The networked spreadsheet application can generally be used without requiring a user to install any specific spreadsheet software prior to using the application. In one implementation, the spreadsheet application may include a client engine that executes within browser programs of a plurality of client computing devices and server logic. The server logic may be configured to distribute the client engines to the plurality of client computing devices of the spreadsheet application when requested through the browser programs of each of the plurality of client computing devices. The server logic synchronizes a single spreadsheet document that is simultaneously open at the plurality of client computing devices.

In accordance with embodiments, there are provided mechanisms and methods for navigating content on a single page. These mechanisms and methods for navigating content on a single page can enable optimized navigation of displayed content, more efficient content processing and resource use, increased content display speed, etc.

A system for automatically detecting relationships in spreadsheet data is disclosed. The system may be configured to analyze data items in the spreadsheet to determine whether two or more data items are unrelated. If the two or more data items are unrelated, then the system may notify a user of a need to define the relationship, and automatically defines the relationship for the two or more data items, or suggests the relationship to the user.