MODEL TRAINING METHOD AND APPARATUS, MACHINE TRANSLATION METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM

    公开(公告)号:US20240037349A1

    公开(公告)日:2024-02-01

    申请号:US18255790

    申请日:2021-11-17

    CPC classification number: G06F40/58 G06F40/51

    Abstract: Provided are a model training method and apparatus, a machine translation method and apparatus, a device, and a storage medium. The model training method includes the steps described below. Through a neural network pruning technique, a respective influence degree of each parameter in multiple parameters in a first translation model on a translation result in a first field is determined to obtain at least one first parameter and at least one second parameter. By using the first corpus of the first field, the at least one first parameter is trained obtain the second translation model, and the at least one second parameter remains unchanged. Similarity between a translation result of the second translation model in the first field and a translation result of the first translation model in the first field meets a preset condition.

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