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公开(公告)号：US10984318B2
公开(公告)日：2021-04-20
申请号：US16323230
申请日：2017-05-17
发明人： Cheol Young Ock , Joon Choul Shin , Ju Sang Lee
IPC分类号： G06F40/30 , G06N3/08 , G06N3/04 , G06N5/02 , G06F40/216 , G06F40/247 , G06F40/284 , G10L15/06
摘要： A word semantic embedding apparatus includes: a data storing unit to store a lexical semantic network including word dictionary data and word semantic data; a word list generating unit to extract vocabularies having a predetermined part of speech from the stored word dictionary data and generate a list of words to be learned; a processing data generating unit to bring the generated list of words to be learned and the word semantic data of a word to be learned included in the list of words to be learned from the data storing unit and process the data suitable for word embedding learning to generate processing data; and a word embedding learning unit to learn the word to be learned through the word embedding learning using a learning model formed of an input/output layer and a projection layer with the generated processing data to generate a word vector.
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公开(公告)号：US20190188263A1
公开(公告)日：2019-06-20
申请号：US16323230
申请日：2017-05-17
发明人： Cheol Young Ock , Joon Choul Shin , Ju Sang Lee
CPC分类号： G06F17/2785 , G06F17/27 , G06F17/277 , G06F17/2795 , G06N3/08 , G06N20/00 , G06N99/00 , G10L15/063
摘要： A word semantic embedding apparatus includes: a data storing unit to store a lexical semantic network including word dictionary data and word semantic data; a word list generating unit to extract vocabularies having a predetermined part of speech from the stored word dictionary data and generate a list of words to be learned; a processing data generating unit to bring the generated list of words to be learned and the word semantic data of a word to be learned included in the list of words to be learned from the data storing unit and process the data suitable for word embedding learning to generate processing data; and a word embedding learning unit to learn the word to be learned through the word embedding learning using a learning model formed of an input/output layer and a projection layer with the generated processing data to generate a word vector.
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