公开(公告)号：US20210073480A1

公开(公告)日：2021-03-11

申请号：US17011960

申请日：2020-09-03

Applicant: NETFLIX, INC.

Inventor： Sneha MEHTA ,  Ballav BIHANI ,  Victoria BONACI ,  Boris Anthony CHEN ,  Ritwik Kailash KUMAR ,  Vinith MISRA ,  Avneesh Singh SALUJA ,  Marianna SEMENIAKIN

IPC: G06F40/58

Abstract: Various embodiments set forth systems and techniques for training a sentence preprocessing model. The techniques include determining, using a machine translation system, a back translation associated with a ground truth translation of a source sentence in a source language to a target language, wherein the back translation comprises a translation of the ground truth translation from one or more target languages to the source language; determining, using the sentence preprocessing model, a simplified sentence associated with the source sentence; and updating one or more parameters of the sentence preprocessing model based on the simplified sentence and the back translation.