Data input system with online learning
Number of patents in Portfolio can not be more than 2000
United States of America
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Mar 25, 2025
Grant Date -
May 31, 2018
app pub date -
Mar 30, 2017
filing date -
Mar 30, 2017
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Abstract
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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- 15 United States
- 10 France
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- 5 Korea
- 2 Other
Patent Owner(s)
Patent Owner | Address | |
---|---|---|
MICROSOFT TECHNOLOGY LICENSING LLC | ONE MICROSOFT WAY REDMOND WA 98052 |
International Classification(s)
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Fiscato, Marco | London, GB | 7 | 209 |
# of filed Patents : 7 Total Citations : 209 | |||
Iso-Sipila, Juha | London, GB | 17 | 1240 |
# of filed Patents : 17 Total Citations : 1240 | |||
Orr, Douglas Alexander Harper | Brentwood, GB | 18 | 1042 |
# of filed Patents : 18 Total Citations : 1042 | |||
Osborne, Joseph | London, GB | 17 | 238 |
# of filed Patents : 17 Total Citations : 238 | |||
Willson, Matthew James | London, GB | 10 | 370 |
# of filed Patents : 10 Total Citations : 370 |
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3.5 Year Payment | $1600.00 | $800.00 | $400.00 | Sep 25, 2028 |
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Surcharge after expiration - Late payment is unavoidable | $700.00 | $350.00 | $175.00 |
Surcharge after expiration - Late payment is unintentional | $1,640.00 | $820.00 | $410.00 |
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