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    Chapter and Conference Paper

    An Effective Gated and Attention-Based Neural Network Model for Fine-Grained Financial Target-Dependent Sentiment Analysis

    In this work, we propose an effective neural network architecture GABi-LSTM to address fine-grained financial target-dependent sentiment analysis from financial microblogs and news. We first adopt a gated mech...

    Mengxiao Jiang, Jianxiang Wang, Man Lan in Knowledge Science, Engineering and Managem… (2017)

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    Article

    Decision function with probability feature weighting based on Bayesian network for multi-label classification

    The multi-label classification problem involves finding a multi-valued decision function that predicts an instance to a vector of binary classes. Two methods are widely used to build multi-label classifiers: t...

    Youlong Yang, Mengxiao Ding in Neural Computing and Applications (2019)

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    Chapter and Conference Paper

    Long-Term and Short-Term Perception in Knowledge Tracing

    Knowledge Tracing (KT) is a fundamental task in contemporary intelligent educational systems, which tracks the knowledge states of the learners based on their response sequences. KT is crucial for the effectiv...

    Zihang Chen, Mengxiao Zhu, Fei Wang, Shuanghong Shen, Zhenya Huang, Qi Liu in Big Data (2023)