SCORING TYPE COERCION FOR QUESTION ANSWERING

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United States of America Patent

APP PUB NO 20160232441A1
SERIAL NO

14614449

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Abstract

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According to an aspect, type coercion scoring is implemented by a processor executing computer readable instructions. The computer readable instructions include generating features from an information source, grouping the features based on type coercion between corresponding features, and creating a deep learning model for generating concepts from the grouped features. The deep learning model is implemented by a multi-layered neural network. The computer readable instructions further include training the deep learning model with labeled and unlabeled data; extracting, from the trained model, concepts determined to have type coercion with respect to each other; and creating a type coercion model from the extracted concepts and from type coercion ground truth.

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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
Fan, James J Mountain Lakes, US 45 777
Murdock,, IV James W Millwood, US 59 2499
Wang, Chang White Plains, US 75 616

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