Invention Grant
- Patent Title: Use of statistical flow data for machine translations between different languages
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Application No.: US14584925Application Date: 2014-12-29
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Publication No.: US10452786B2Publication Date: 2019-10-22
- Inventor: Hassan Sawaf
- Applicant: PayPal, Inc.
- Applicant Address: US CA San Jose
- Assignee: PayPal, Inc.
- Current Assignee: PayPal, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Haynes and Boone, LLP
- Main IPC: G06F17/28
- IPC: G06F17/28

Abstract:
In a flow of computer actions, a computer system (110) receives a request involving a machine translation. In performing the translation (160, 238), or in using the translation in subsequent computer operations (242, 1110), the computer system takes into account known statistical relationships (310), obtained from previously accumulated click-through data (180), between a machine translation performed in a flow, the flow's portions preceding the translation, and success indicators pertaining to the flow's portion following the translation. The statistical relationships are derived by data mining of the click-through data. Further, normal actions can be suspended to use a random option to accumulate the click-through data and/or perform statistical AB testing. Other features are also provided.
Public/Granted literature
- US20160188575A1 USE OF STATISTICAL FLOW DATA FOR MACHINE TRANSLATIONS BETWEEN DIFFERENT LANGUAGES Public/Granted day:2016-06-30
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