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Computer Engineering and Applications. 2023, (12) Core

Multi-Label Text Classification Based on Shared Semantic SpaceChinese Full TextEnglish Full Text (MT)

SUN Kun;QIN Bowen;SANG Jitao;YU Jian;School of Computer and Information Technology, Beijing Jiaotong University;

Abstract: In the multi-label text classification task, each given document corresponds to a set of related labels. At present, it mainly faces the following three problems:（1）the joint modeling of label-text and label-label relationships is inadequate;（2）the semantic mining of the label itself is insufficient;（3）the utilization of the internal structure information of the label is ignored. To solve the above problems, this study proposes a multi-label text classification method based on joint attention an... More
Keywords：

multi-label text classification; attention mechanism; label representation; pre-trained model; semantic embedding;

  • Series：

    (I) Electronic Technology ＆ Information Science

  • Subject：

    Computer Software and Application of Computer

  • Classification Code：

    TP391.1

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