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.

Date of Patent:
Sep. 29, 2020

Filed:

Mar. 30, 2017
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Douglas Alexander Harper Orr, Brentwood, GB;

Juha Iso-Sipila, London, GB;

Marco Fiscato, London, GB;

Matthew James Wilson, London, GB;

Joseph Osborne, London, GB;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/02 (2006.01); G06N 3/04 (2006.01); G06F 40/30 (2020.01); G06F 40/274 (2020.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 40/274 (2020.01); G06F 40/30 (2020.01); G06N 3/02 (2013.01); G06N 3/0454 (2013.01); G06N 3/084 (2013.01); G06N 5/04 (2013.01); G06N 3/0445 (2013.01);
Abstract

A data entry system is described which has a user interface which receives a sequence of one or more context text items input by a user. The data entry system has a predictor trained to predict a next item in the sequence. The predictor comprises a plurality of learnt text item embeddings each text item embedding representing a text item in a numerical form, the text item embeddings having a plurality of different lengths. A projection component obtains text item embeddings of the context text items and projects these to be of the same length. The predictor comprises a trained neural network which is fed the projected text item embeddings and which computes a numerical output associated with the predicted next item.


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