Invention Application
- Patent Title: SYSTEMS AND METHODS FOR TRANSFERRING STYLISTIC EXPRESSION IN MACHINE TRANSLATION OF SEQUENCE DATA
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Application No.: US17529886Application Date: 2021-11-18
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Publication No.: US20220075965A1Publication Date: 2022-03-10
- Inventor: Balaji Vasan Srinivasan , Anandhavelu Natarajan , Abhilasha Sancheti
- Applicant: ADOBE INC.
- Applicant Address: US CA San Jose
- Assignee: ADOBE INC.
- Current Assignee: ADOBE INC.
- Current Assignee Address: US CA San Jose
- Main IPC: G06F40/58
- IPC: G06F40/58 ; G06F40/44 ; G06F40/47

Abstract:
Embodiments of the present disclosure are directed to a system, methods, and computer-readable media for facilitating stylistic expression transfers in machine translation of source sequence data. Using integrated loss functions for style transfer along with content preservation and/or cross entropy, source sequence data is processed by an autoencoder trained to reduce loss values across the loss functions at each time step encoded for the source sequence data. The target sequence data generated by the autoencoder therefore exhibits reduced loss values for the integrated loss functions at each time step, thereby improving content preservation and providing for stylistic expression transfer.
Public/Granted literature
- US11714972B2 Systems and methods for transferring stylistic expression in machine translation of sequence data Public/Granted day:2023-08-01
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