Data input system with online learning

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12260028
APP PUB NO 20180150143A1
SERIAL NO

15475038

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Abstract

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A data input system is described for inputting text items to an electronic device. The data input system has a store holding a vocabulary of embeddings of text items, each embedding being a numerical encoding of a text item. The data input system receives user input comprising a sequence of one or more context text items and a new text item, the new text item being a text item with an embedding to be computed and added to the vocabulary or with an embedding already in the vocabulary and to be updated. A neural network predictor predicts a next text item in the sequence given the context text items and the vocabulary. An online training module updates the vocabulary by using either a direction associated with the predicted next item, or, by comparing the new text item and the predicted next text item.

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Patent Owner(s)

Patent OwnerAddress
MICROSOFT TECHNOLOGY LICENSING LLCONE MICROSOFT WAY REDMOND WA 98052

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fiscato, Marco London, GB 7 209
Iso-Sipila, Juha London, GB 17 1240
Orr, Douglas Alexander Harper Brentwood, GB 18 1042
Osborne, Joseph London, GB 17 238
Willson, Matthew James London, GB 10 370

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