公开(公告)号：US11341340B2

公开(公告)日：2022-05-24

申请号：US16590309

申请日：2019-10-01

Applicant: Google LLC

Inventor： Ankur Bapna ,  Ye Tian ,  Orhan Firat

IPC: G06F40/58 ,  G06F17/16 ,  G06K9/62

Abstract: Adapters for neural machine translation systems. A method includes determining a set of similar n-grams that are similar to a source n-gram, and each similar n-gram and the source n-gram is in a first language; determining, for each n-gram in the set of similar n-grams, a target n-gram is a translation of the similar n-gram in the first language to the target n-gram in the second language; generating a source encoding of the source n-gram, and, for each target n-gram determined from the set of similar n-grams determined for the source n-gram, a target encoding of the target n-gram and a conditional source target memory that is an encoding of each of the target encodings; providing, as input to a first prediction model, the source encoding and the condition source target memory; and generating a predicted translation of the source n-gram from the first language to the second language.

公开(公告)号：US20210097144A1

公开(公告)日：2021-04-01

申请号：US16590309

申请日：2019-10-01

Applicant: Google LLC

Inventor： Ankur Bapna ,  Ye Tian ,  Orhan Firat

IPC: G06F17/28 ,  G06K9/62 ,  G06F17/16

Abstract: Adapters for neural machine translation systems. A method includes determining a set of similar n-grams that are similar to a source n-gram, and each similar n-gram and the source n-gram is in a first language; determining, for each n-gram in the set of similar n-grams, a target n-gram is a translation of the similar n-gram in the first language to the target n-gram in the second language; generating a source encoding of the source n-gram, and, for each target n-gram determined from the set of similar n-grams determined for the source n-gram, a target encoding of the target n-gram and a conditional source target memory that is an encoding of each of the target encodings; providing, as input to a first prediction model, the source encoding and the condition source target memory; and generating a predicted translation of the source n-gram from the first language to the second language.