Invention Grant
- Patent Title: Artificial intelligence system using phrase tables to evaluate and improve neural network based machine translation
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Application No.: US16994347Application Date: 2020-08-14
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Publication No.: US11328129B2Publication Date: 2022-05-10
- Inventor: Hagen Fuerstenau , Felix Hieber
- Applicant: Amazon Technologies, Inc.
- Applicant Address: US WA Seattle
- Assignee: Amazon Technologies, Inc.
- Current Assignee: Amazon Technologies, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Kowert, Hood, Munyon, Rankin & Goetzel, P.C.
- Agent Robert C. Kowert
- Main IPC: G06F40/44
- IPC: G06F40/44 ; G06N3/08 ; G06N20/00 ; G06F40/51 ; G06F40/55 ; G06F40/58
Abstract:
Based on a candidate set of translations produced by a neural network based machine learning model, a mapping data structure such as a statistical phrase table is generated. The mapping data structure is analyzed to obtain a quality metric of the neural network based model. One or more operations are initiated based on the quality metric.
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