METHOD AND SYSTEM FOR SEMI-SUPERVISED LEARNING IN GENERATING KNOWLEDGE FOR INTELLIGENT VIRTUAL AGENTS
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United States of America Patent
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Feb 22, 2018
app pub date -
Aug 15, 2017
filing date -
Aug 16, 2016
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Abstract
The present teaching relates to method system, and medium for generating knowledge for a chat bot. Training data are used to learn and generating knowledge and are received with at least some labeled training seeds and unlabeled conversation data. The training data are parsed and various linguistic elements are extracted therefrom. Such linguistic elements are then used to perform automated learning in accordance with at least one label used in labeling the training seeds. Based on the automated learning, at least one model associated with the at least one label is generated from the training data.
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