Microsoft Technology Licensing, LLC

Alnur Ali

Jianfeng Gao

Xiaodong He

Alexander H Malek

Sanaz Ahari

Bodo Von Billerbeck

Brian M Jones

Robert Andrew Little

Marcin Sawicki

Deepak Agarwal

Tristan Davis

Ali Taleghani

Ahmad A Abdulkader

Michael David Revow

Phillip David Allen

Aparna Lakshmiratan

Hyong Guk Kim

Sameer Yusufali Merchant

Seyed Ali Ahmadi

Embodiments are provided for securely visualizing and routing digital signatures in an electronic document generated by an application program executing on a computer system. The application program may generate an electronic document for receiving a signature graphic, and calculate a hash value from the electronic document and the signature graphic, and create a cryptographic signature from the hash value using a cryptographic encryption method. The electronic document is digitally signed by embedding the cryptographic signature therein. The application program may further collect and route digital signatures by automatically collecting signatures from individual signers, one-by-one, and identify the appropriate signature line for each signer to sign. The application program may further generate a user interface for creating and collecting digital signatures.

Natural visualization and routing of digital signatures

Systems, methods, and computer media for identifying related strings for search query rewriting are provided. Session data for a user search query session in an accessed click log data is identified. It is determined whether a first additional search query in the session data is related to a first user search query based on at least one of: dwell time; a number of search result links clicked on; and similarity between web page titles or uniform resource locators (URLs). When related, the first additional search query is incorporated into a list of strings related to the first user search query. One or more supplemental strings that are related to the first user search query are also identified. The identified supplemental strings are also included in the list of strings related to the first user search query.

Enhanced query rewriting through click log analysis

Systems, methods, and computer storage media having computer-executable instructions embodied thereon for rewriting queries and labeling word pairs. Queries are received and alternate words are identified for word pairs (i.e., query words and alternate words). Word pair links are presented to users and indicators are received based on actions taken by the users. Labels are assigned to the word pairs based on the indicators and communicated to a classifier.

Efficient label acquisition for query rewriting

Systems, methods, and computer media for identifying query rewriting replacement terms are provided. A list of related string pairs each comprising a first string and second string is received. The first string of each related string pair is a user search query extracted from user click log data. For one or more of the related string pairs, the string pair is provided as inputs to a statistical machine translation model. The model identifies one or more pairs of corresponding terms, each pair of corresponding terms including a first term from the first string and a second term from the second string. The model also calculates a probability of relatedness for each of the one or more pairs of corresponding terms. Term pairs whose calculated probability of relatedness exceeds a threshold are characterized as query term replacements and incorporated, along with the probability of relatedness, into a query rewriting candidate database.

Enhanced query rewriting through statistical machine translation

Embodiments are provided for creating and executing a custom action in a workflow generated by an application program executing on a computer system. The application program may receive a selection of a custom action to execute in the workflow in a user interface generated by the application program. The application program may translate the custom action into a user interface button for executing the custom action in the workflow. The application program may display the button for executing the custom action in the workflow. The application program may also resolve references to external content in a shared workflow document by communicating with a workflow engine to register a callback function for receiving a location of the shared workflow document on a remote computer system. The workflow engine may send the location of the shared workflow document to the application program to enable access to the external content.

Visual creation of computer-based workflows

A programmability mode for interacting with data stores within a document allows real time interaction. Data for structuring information associated with a document, such as document metadata, is maintained in the data store where relationships between different pieces of data are maintained in a location distinct from the surface level view of a document. The data store exposes interfaces to the various pieces of data in the data store for allowing different applications to access and operate on one or more of the data pieces. The pieces of data may be structured according to a markup language such as the Extensible Markup Language (XML), and XML schemas may be associated with each piece of data for allowing the data store to validate the structure applied to the data based on an XML schema associated with a given piece of data.

Programmability for XML data store for documents

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Kirkland, WA, United States of America

Alnur Ali