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Model training and text generation method and device, electronic equipment and storage medium

A technology for model training and training samples, applied in the computer field

Pending Publication Date: 2022-03-11
ALIBABA DAMO (HANGZHOU) TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, there is still room for improvement in the accuracy and reliability of the text generated by this model

Method used

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  • Model training and text generation method and device, electronic equipment and storage medium
  • Model training and text generation method and device, electronic equipment and storage medium
  • Model training and text generation method and device, electronic equipment and storage medium

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Embodiment Construction

[0020] In order to enable those skilled in the art to better understand the technical solutions in the embodiments of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, but not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in the embodiments of the present invention shall fall within the protection scope of the embodiments of the present invention.

[0021] The specific implementation of the embodiments of the present invention will be further described below in conjunction with the accompanying drawings of the embodiments of the present invention.

[0022] The text generation model based on time series text sequence in the embodiment of ...

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Abstract

The embodiment of the invention provides a model training method and device, a text generation method and device, electronic equipment and a storage medium. The model training method comprises the steps of obtaining a first training sample, wherein the first training sample comprises a first text and a context mask text of the first text; and based on the first text as input and the context mask text as a supervision condition, training a text generation model based on a time sequence text sequence. In the scheme of the embodiment of the invention, the text generation model adopts the context mask text of the first text as the supervision condition for training, so that the text generation model can learn the context information in the first text, and the trained model can generate a more accurate text.

Description

technical field [0001] The embodiments of the present invention relate to the field of computer technology, and in particular, to a model training and text generation method, device, electronic device and storage medium. Background technique [0002] Currently, text generation models such as text summary generation models and machine translation models have been applied to many Natural Language Processing (NLP) tasks. Generally speaking, the text generation model is an end-to-end model based on neural networks, and generates text in a certain time sequence, for example, generating sentence text word by word from left to right. [0003] However, there is still room for improvement in the accuracy and reliability of text generated by such models. Contents of the invention [0004] In view of this, embodiments of the present invention provide a model training and text generation method, device, electronic device, and storage medium, so as to at least partially solve the abov...

Claims

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Application Information

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IPC IPC(8): G06F40/166G06N20/00
CPCG06F40/166G06N20/00
Inventor 翁荣祥于恒骆卫华
Owner ALIBABA DAMO (HANGZHOU) TECH CO LTD