Self-adaptive architecture semantic distribution text understanding method and self-adaptive architecture semantic distribution text understanding system
An adaptive classification and self-adaptive technology, applied in semantic analysis, natural language data processing, unstructured text data retrieval, etc., can solve problems such as poor performance of classification models
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[0042] In order to facilitate those of ordinary skill in the art to understand and implement the present invention, the embodiments of the present invention will be further described below in conjunction with the accompanying drawings.
[0043] refer to Figure 1 to Figure 3 , the present invention provides an adaptive architecture semantic distribution text understanding method, comprising steps:
[0044] S1. Encode the input text through the text basic encoder module to obtain text feature representation;
[0045] S2. The text feature representation is processed by a multi-head attention mechanism through the semantic association key distribution representation module to form a self-attention representation of the text feature representation;
[0046] S3. Using the architecture-adaptive classification network module to automatically select a classification network for the self-attention representation of the text feature representation, to achieve the final classification. ...
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