NAMED ENTITY RECOGNITION WITH CONVOLUTIONAL NETWOR

NAMED ENTITY RECOGNITION WITH CONVOLUTIONAL NETWOR

2023年7月27日发(作者:)

专利内容由知识产权出版社提供专利名称:NAMED ENTITY RECOGNITION WITHCONVOLUTIONAL NETWORKS发明人:SCHÄFER, Christian申请号:US2019/052906申请日:20190925公开号:WO2020/068945A1公开日:20200402专利附图:摘要:Methods and systems for recognizing named entities within the text of adocument are provided. The methods and systems may include receiving a documentimage and recognized text of the document image. A feature map of the documentimage may be created, a tagged map may be created, and locations of tags within thetagged map may be estimated using a machine learning model. Named entities with therecognized text may be recognized based on the one or more locations of the tags. Insome embodiments, the machine learning model is a convolutional neural network. Infurther embodiments, creating the feature map may include determining, for a subset ofthe cells of the feature map, one or more features of the recognized text contained in acorresponding portion of the document image.申请人:LEVERTON HOLDING LLC地址:28925 Fountain Parkway Solon, OH 44139 US国籍:US代理人:REIBMAN, Andrew L. et al.更多信息请下载全文后查看

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