SDL Inc. (20250077801). Systems and Methods of Automatic Post-Editing of Machine Translated Content
Systems and Methods of Automatic Post-Editing of Machine Translated Content
Organization Name
Inventor(s)
Dragos Stefan Munteanu of Los Angeles CA (US)
Bartlomiej Czeslaw Maczynski of Silver Spring MD (US)
Ovidiu Petridean of Cluj-Napoca (RO)
Systems and Methods of Automatic Post-Editing of Machine Translated Content
This abstract first appeared for US patent application 20250077801 titled 'Systems and Methods of Automatic Post-Editing of Machine Translated Content
Original Abstract Submitted
automatic post-editing of machine translated content is disclosed herein. an example method includes presenting machine translated segments of a document and their associated quality estimation scores, invoking an automated post-editing system for segments with unsatisfactory translation quality, inputting the segments into a generative ai model alongside contextual information, producing a revised translation of the segment using the generative ai model and iterating the generative ai process with varying prompts until a quality estimation score of the machine translated segment meets or exceeds a quality estimation score threshold, or a predetermined number of attempts are reached.
