Data input system with online learning

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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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