Multi-modality vocabulary representing method based on dynamic fusing mechanism
A vocabulary representation and multi-modal technology, applied in special data processing applications, instruments, unstructured text data retrieval, etc., can solve problems such as inaccurate vocabulary weights, lack of consideration of vocabulary differences, inaccurate representation results, etc.
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[0040] Hereinafter, preferred embodiments of the present invention will be described with reference to the drawings. Those skilled in the art should understand that these embodiments are only used to explain the technical principles of the present invention and are not intended to limit the protection scope of the present invention.
[0041] Such as figure 1 As shown, figure 1 The flow chart of a multi-modal vocabulary representation method based on a dynamic fusion mechanism provided by the present invention includes steps 1, 2 and 3, wherein,
[0042] Step 1: Calculate the text representation vector of the vocabulary to be represented in the text mode and the picture representation vector of the vocabulary to be represented in the visual mode respectively;
[0043] Calculating the text representation vector and picture representation vector of the vocabulary is to transform the vocabulary into a form that can be recognized by the computer. In practical applications, the calculat...
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