Advanced Explainable AI: Self Attention Deep Neural Network of Text Classification
Prasanna V,
Umarani S,
Suganthi B
et al.
Abstract:The classification of texts is a crucial component of the data retrieval mechanism. By utilizing semantic details representation, and the text vector sequence is condensed, resulting in a reduction in the temporal and spatial order of the memory pattern. This process helps to clarify the context of the text, extract crucial feature information, and fuse these features to determine the classification outcome. This approach represents the preprocessed text data using character-level vectors. The self-attention m… Show more
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