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US Patent 9436918 Smart selection of text spans

Patent 9436918 was granted and assigned to Microsoft on September, 2016 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Microsoft
Microsoft
1
Current Assignee
Microsoft
Microsoft
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
94369181
Patent Inventor Names
Bernhard Kohlmeier1
Ariel Damian Fuxman1
Michael Gamon1
Patrick Pantel1
Pradeep Chilakamarri1
Date of Patent
September 6, 2016
1
Patent Application Number
142456461
Date Filed
April 4, 2014
1
Patent Citations Received
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US Patent 12061752 Attention aware virtual assistant dismissal
2
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US Patent 11710482 Natural assistant interaction
3
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US Patent 11765209 Digital assistant hardware abstraction
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4
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US Patent 11853647 Proactive assistance based on dialog communication between devices
5
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US Patent 11837237 User-specific acoustic models
6
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US Patent 11907436 Raise to speak
7
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US Patent 11924254 Digital assistant hardware abstraction
8
...
Patent Primary Examiner
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Stanley K. Hill
1
Patent abstract

A text span forming either a single word or a series of two or more words that a user intended to select is predicted. A document and a location pointer that indicates a particular location in the document are received and input to different candidate text span generation methods. A ranked list of one or more scored candidate text spans is received from each of the different candidate text span generation methods. A machine-learned ensemble model is used to re-score each of the scored candidate text spans that is received from each of the different candidate text span generation methods. The ensemble model is trained using a machine learning method and features from a dataset of true intended user text span selections. A ranked list of re-scored candidate text spans is received from the ensemble model.

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