公开(公告)号：US20240127000A1

公开(公告)日：2024-04-18

申请号：US17958080

申请日：2022-09-30

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Yichun Yin ,  Lifeng Shang ,  Cheng Chen ,  Xin Jiang ,  Xiao Chen ,  Qun Liu

IPC: G06F40/40 ,  G06N3/08

CPC classification number: G06F40/40 ,  G06N3/08

Abstract: A computer-implemented method is provided for model training performed by a processing system. The method comprises determining a set of first weights based on a first matrix associated with a source model, determining a set of second weights based on the set of first weights, forming a second matrix associated with a target model based on the set of first weights and the set of second weights, initializing the target model based on the second matrix, and training the target model.

公开(公告)号：US12204859B2

公开(公告)日：2025-01-21

申请号：US17526832

申请日：2021-11-15

Applicant: Huawei Technologies Co., Ltd. ,  TSINGHUA UNIVERSITY

Inventor： Yasheng Wang ,  Xin Jiang ,  Xiao Chen ,  Qun Liu ,  Zhengyan Zhang ,  Fanchao Qi ,  Zhiyuan Liu

IPC: G06F40/295 ,  G06F40/211 ,  G06F40/30 ,  G06F40/237 ,  G06F40/279 ,  G06F40/284

Abstract: A text processing method, a model training method, and an apparatus related to the field of artificial intelligence is provided. The method includes: obtaining target knowledge data; processing the target knowledge data to obtain a target knowledge vector; processing to-be-processed text to obtain a target text vector; fusing the target text vector and the target knowledge vector based on a target fusion model, to obtain a fused target text vector and a fused target knowledge vector; and processing the fused target text vector and/or the fused target knowledge vector based on a target processing model, to obtain a processing result corresponding to a target task. The foregoing technical solution can improve accuracy of a result of processing a target task by the target processing model.

公开(公告)号：US12131128B2

公开(公告)日：2024-10-29

申请号：US17479420

申请日：2021-09-20

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Meng Zhang ,  Qun Liu ,  Xin Jiang

IPC: G06F40/58

CPC classification number: G06F40/58

Abstract: A translation quality detection method includes obtaining a source text and a machine translation of the source text. The machine translation is obtained after a machine translation system translates the source text. The method also includes determining a translation quality of the machine translation based on the source text, the machine translation, and an application scenario of the machine translation.

公开(公告)号：US20220004721A1

公开(公告)日：2022-01-06

申请号：US17479420

申请日：2021-09-20

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Meng Zhang ,  Qun Liu ,  Xin Jiang

IPC: G06F40/58

Abstract: A translation quality detection method includes obtaining a source text and a machine translation of the source text. The machine translation is obtained after a machine translation system translates the source text. The method also includes determining a translation quality of the machine translation based on the source text, the machine translation, and an application scenario of the machine translation.