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UNDERSTANDING A QUERY INTENTION FOR MEDICAL ARTIFICIAL INTELLIGENCE SYSTEMS USING SEMI-SUPERVISED DEEP LEARNING
UNDERSTANDING A QUERY INTENTION FOR MEDICAL ARTIFICIAL INTELLIGENCE SYSTEMS USING SEMI-SUPERVISED DEEP LEARNING
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机译:了解使用半监督深度学习的医疗人工智能系统的查询意图
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摘要
Provided are a method and an apparatus for receiving a query including a sequence of words. The sequence of words is converted into a sequence of feature vectors. A semantic meaning of the sequence of words is generated using a bi-directional long-short term memory (LSTM). The LSTM is regularized using a Gaussian mixed model (GMM) based on the generated semantic meaning of the sequence of feature vectors.
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