The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 09, 2019
Filed:
Dec. 30, 2016
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Christopher Brian Quirk, Seattle, WA (US);
Kristina Nikolova Toutanova, Redmond, WA (US);
Wen-tau Yih, Redmond, WA (US);
Hoifung Poon, Bellevue, WA (US);
Nanyun Peng, Baltimore, MD (US);
Assignee:
MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2006.01); G06F 17/27 (2006.01); G06F 17/30 (2006.01); G06F 17/20 (2006.01); G06N 3/04 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 17/2775 (2013.01); G06F 17/20 (2013.01); G06F 17/275 (2013.01); G06F 17/278 (2013.01); G06F 17/2755 (2013.01); G06F 17/2785 (2013.01); G06F 17/30401 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 5/022 (2013.01); G06F 17/271 (2013.01);
Abstract
Long short term memory units that accept a non-predefined number of inputs are used to provide natural language relation extraction over a user-specified range on content. Content written for human consumption is parsed with distant supervision in segments (e.g., sentences, paragraphs, chapters) to determine relationships between various words within and between those segments.