Invention Grant
- Patent Title: Deep learning approach to computing spans
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Application No.: US16454311Application Date: 2019-06-27
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Publication No.: US11379660B2Publication Date: 2022-07-05
- Inventor: Joshua Cason , Chris Mwarabu , Thomas Hay Rogers , Corville O. Allen
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Grant M. McNeilly
- Main IPC: G06F40/205
- IPC: G06F40/205 ; G06N20/00 ; G16H50/20 ; G06F40/279

Abstract:
A method, system, and computer program product for using a natural language processor is disclosed. Included are importing highlighted and non-highlighted training text each including training nodes, one-hot encoding the training text, training a projection model using the training text, processing the highlighted training text using the projection model, and training a classifier model using the highlighted processed training text. Also included are importing new text including new nodes, one-hot encoding the new text, processing the new text using the projection model, and determining, using the classifier model, whether one of the new nodes is in a sought-after class.
Information query