公开(公告)号：US20240370666A1

公开(公告)日：2024-11-07

申请号：US18773129

申请日：2024-07-15

Applicant: GOOGLE LLC

Inventor： Markus Freitag ,  Isaac Caswell ,  Howard Scott Roy

IPC: G06F40/51 ,  G06F40/166 ,  G06F40/253 ,  G06F40/58 ,  G10L13/00

Abstract: Techniques are disclosed for training and/or utilizing an automatic post-editing model in correcting translation error(s) introduced by a neural machine translation model. The automatic post-editing model can be trained using automatically generated training instances. A training instance is automatically generated by processing text in a first language using a neural machine translation model to generate text in a second language. The text in the second language is processed using a neural machine translation model to generate training text in the first language. A training instance can include the text in the first language as well as the training text in the first language.

公开(公告)号：US12039286B2

公开(公告)日：2024-07-16

申请号：US17700123

申请日：2022-03-21

Applicant: GOOGLE LLC

Inventor： Markus Freitag ,  Isaac Caswell ,  Howard Scott Roy

IPC: G06F40/51 ,  G06F40/166 ,  G06F40/253 ,  G06F40/58 ,  G10L13/00

CPC classification number: G06F40/51 ,  G06F40/166 ,  G06F40/253 ,  G06F40/58 ,  G10L13/00

Abstract: Techniques are disclosed for training and/or utilizing an automatic post-editing model in correcting translation error(s) introduced by a neural machine translation model. The automatic post-editing model can be trained using automatically generated training instances. A training instance is automatically generated by processing text in a first language using a neural machine translation model to generate text in a second language. The text in the second language is processed using a neural machine translation model to generate training text in the first language. A training instance can include the text in the first language as well as the training text in the first language.

公开(公告)号：US20210019373A1

公开(公告)日：2021-01-21

申请号：US16511806

申请日：2019-07-15

Applicant: Google LLC

Inventor： Markus Freitag ,  Isaac Caswell ,  Howard Scott Roy

IPC: G06F17/28 ,  G10L13/04

Abstract: Techniques are disclosed for training and/or utilizing an automatic post-editing model in correcting translation error(s) introduced by a neural machine translation model. The automatic post-editing model can be trained using automatically generated training instances. A training instance is automatically generated by processing text in a first language using a neural machine translation model to generate text in a second language. The text in the second language is processed using a neural machine translation model to generate training text in the first language. A training instance can include the text in the first language as well as the training text in the first language.

公开(公告)号：US20220215183A1

公开(公告)日：2022-07-07

申请号：US17700123

申请日：2022-03-21

Applicant: GOOGLE LLC

Inventor： Markus Freitag ,  Isaac Caswell ,  Howard Scott Roy

IPC: G06F40/51 ,  G06F40/58 ,  G10L13/00

Abstract: Techniques are disclosed for training and/or utilizing an automatic post-editing model in correcting translation error(s) introduced by a neural machine translation model. The automatic post-editing model can be trained using automatically generated training instances. A training instance is automatically generated by processing text in a first language using a neural machine translation model to generate text in a second language. The text in the second language is processed using a neural machine translation model to generate training text in the first language. A training instance can include the text in the first language as well as the training text in the first language.

公开(公告)号：US11295092B2

公开(公告)日：2022-04-05

申请号：US16511806

申请日：2019-07-15

Applicant: Google LLC

Inventor： Markus Freitag ,  Isaac Caswell ,  Howard Scott Roy

IPC: G06F40/51 ,  G06F40/58 ,  G10L13/00

Abstract: Techniques are disclosed for training and/or utilizing an automatic post-editing model in correcting translation error(s) introduced by a neural machine translation model. The automatic post-editing model can be trained using automatically generated training instances. A training instance is automatically generated by processing text in a first language using a neural machine translation model to generate text in a second language. The text in the second language is processed using a neural machine translation model to generate training text in the first language. A training instance can include the text in the first language as well as the training text in the first language.