Search Results - SUN Xufei

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    A Joint Extraction Method of Entity Relations in Aquaculture Long Text Using N-Gram Fusion

    A Joint Extraction Method of Entity Relations in Aquaculture Long Text Using N-Gram Fusion by BI Tiantian, ZHANG Sijia, SUN Xufei, WANG Shuitao, WANG Yihan, AN Zongshi

    Published 2025-04-01

    To solve the problem of misjudgment and loss of valid information caused by a large amount of irrelevant information in aquaculture long text, a joint extraction method of entity relations based on N-Gram fusion was proposed. Firstly, the multi-model fusion algorithm is used to extract the text matr...

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    Multi-label Text Classification by Fusing Pseudo-label Generation and Data Augmentation

    Multi-label Text Classification by Fusing Pseudo-label Generation and Data Augmentation by WANG Shuitao, ZHANG Sijia, SUN Xufei, YANG Jingjie, BI Tiantian, ZHANG Zhenglong

    Published 2024-12-01

    Aiming at the problem that the multi-label text classification algorithm ignores the noise label and lacks the combination incentive of true and false, which leads to the weak robustness of the model and the poor classification effect, a cascaded BiLSTM- Capsule Network for Noisy Multi-Label Text Cl...

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