Microsoft Technology Licensing, LLC

Mahmoud Adada

Andrew James McNamara

Matthew Mitchell Dixon

Jonathan David Morrison

Soroush Mehri

Mohamed Musbah

Geoffrey Jacoby Gordon

Kaheer Suleman

Xihui Lin

En Hui Zhuang

Zhiyuan Wu

Petar Cota

A machine reading comprehension system (MRCS) can analyze a larger-sized document that includes multiple pages to predict an answer to a query. For example, the document can have two, five, tens, or hundreds of pages. The MRCS divides the document into multiple sections with each section including a portion of the document. Each section is processed separately by one or more processing circuitries to determine a score for that section. The score indicates how related the section is to the query and/or a probability that the section provides a possible answer to the query. Once all of the sections have been analyzed, the sections are ranked by their scores and a subset of the ranked sections are processed again to determine a predicted answer to the query.

Machine reading comprehension system for answering queries related to a document

This document relates to techniques for addressing disruptions that prevent applications from receiving user input, prevent users from providing input to an application, and/or prevents or impacts users from receiving application output. One example method involves detecting a disruption to an interactive application during interaction by a user with the interactive application, generating automated user inputs, and providing the automated user inputs to the interactive application during the disruption to the interactive application.

Providing automated user input to an application

Providing automated user input to an application during a disruption

A server, method, and non-transitory computer readable medium for ranking a plurality of data sources are provided. The server includes a network interface, a memory storage unit and a processor. The method involves sending a test message, monitoring an external network for a response to the test message, determining whether a service level is satisfied and adjusting the rank of the data source. The non-transitory computer readable medium is encoded with programming instructions to direct a processor to carry out the method.

Server and method for ranking data sources

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Mahmoud Adada