Invention Grant
- Patent Title: Method and apparatus for performing hierarchiacal entity classification
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Application No.: US16500014Application Date: 2018-01-24
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Publication No.: US11314939B2Publication Date: 2022-04-26
- Inventor: Sanjeev Kumar Karn
- Applicant: Siemens Aktiengesellschaft
- Applicant Address: DE Munich
- Assignee: Siemens Aktiengesellschaft
- Current Assignee: Siemens Aktiengesellschaft
- Current Assignee Address: DE Munich
- Agency: Schmeiser, Olsen & Watts LLP
- Priority: EP17164615 20170403
- International Application: PCT/EP2018/051704 WO 20180124
- International Announcement: WO2018/184746 WO 20181011
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F40/295 ; G06F40/30 ; G06N3/04
Abstract:
A method for performing hierarchical entity classification of an entity mention within a context, wherein ontological classes are computed for the entity mention levelwise using a contextual representation of the context and a state representation obtained by running an end-to-end trained decoding recurrent neural network on a mention representation of the entity mention.
Information query
