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Text processing model training method and device, electronic equipment and storage medium

A text processing and training method technology, which is applied in the field of cloud technology and artificial intelligence, can solve problems such as unsatisfactory text processing effects, achieve the effect of improving the use effect, solving the difficulty of domain migration, and improving the accuracy rate

Pending Publication Date: 2021-09-17
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology

In the prior art, for a well-trained text processing model, the processing performance of the model is mainly limited to the field to wh

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  • Text processing model training method and device, electronic equipment and storage medium
  • Text processing model training method and device, electronic equipment and storage medium
  • Text processing model training method and device, electronic equipment and storage medium

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Embodiment Construction

[0039] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present application, and are not construed as limiting the present application.

[0040] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the specification of the present application refers to the presence of the features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof. It will be under...

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Abstract

The embodiment of the invention provides a text processing model training method and device, electronic equipment and a storage medium, and relates to the technical field of cloud technology and artificial intelligence. The text processing model training method comprises the following steps: constructing an initial neural network model comprising a first text processing model and a second text processing model; and performing joint training on the first text processing model and the second text processing model by adopting a first training data set and a second training data set in a different field from the first training data set until preset training ending conditions are met, so as to obtain a text processing model meeting requirements. Through joint training, auxiliary training of the first text processing model can be realized, and by adopting training data sets in different fields, field expansion of the text processing model is facilitated, and the accuracy of processing data in different fields by the model is improved.

Description

technical field [0001] The present application relates to the fields of cloud technology and artificial intelligence technology. Specifically, the present application relates to a text processing model training method, device, electronic equipment and storage medium. Background technique [0002] Text processing technology is currently commonly used in natural language processing in the industry. Through the text processing model, text data is processed accordingly according to different application scenarios and actual processing tasks. Wherein, text processing may include text matching, text classification, text generation, and so on. In the prior art, for a trained text processing model, the processing performance of the model is mainly limited to the domain to which the training data of the model belongs. When processing text in an extended domain, the text processing effect is usually not ideal. Contents of the invention [0003] Embodiments of the present applicatio...

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Application Information

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IPC IPC(8): G06F40/295G06F40/205
CPCG06F40/295G06F40/205
Inventor 刘志强刘源邓浩辉张金超
Owner TENCENT TECH (SHENZHEN) CO LTD
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