Word embedding model parameter advisor

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United States of America Patent

PATENT NO 12026462
APP PUB NO 20200175390A1
SERIAL NO

16204486

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Abstract

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Methods, systems and computer program products for determining recommended parameters for use in generating a word embedding model are provided. Aspects include storing a plurality of meaningful test cases. Each meaningful test case includes a test data profile and one or more test model parameters used to create a word embedding model that has been classified as yielding meaningful results. Aspects include receiving a production data set to be used in generating a new word embedding model. The production data set includes data stored in a relational database having a plurality of columns and a plurality of rows. Aspects include generating a data profile associated with the production data set. Aspects include generating a recommendation for one or more production model parameters for use in building a word embedding model based on the data profile associated with the production data set and the plurality of meaningful test cases.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONOLD ORCHARD ROAD ARMONK N Y 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bordawekar, Rajesh Westchester, US 42 555
Conti, Thomas Poughkeepsie, US 4 13
Harding, Christopher Port Jervis, US 6 28
Neves, Jose Poughkeepsie, US 10 16
Warren, Stephen Hopewell Junction, US 29 98

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