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    Microblog discourse analysis for parenting style assessment by Zihan Wei, Lei Cao, Zhihong Qiao, Fang Luo, Xin Wang, Junrui Tian, Qi Li

    Published 2025-02-01
    “…Informed by these insights, we developed an effective parenting style assessment method, including a correlation injection module.ResultsExperimental results on the 575 students show that our method outperforms all the baseline NLP methods (including ChatGPT-4), achieving good assessment performance by reducing MSE by 14% to 0.12.DiscussionOur study provides a pioneering microblog-based parenting style assessment tool and constructs a dataset, merging insights from psychology and computational science. On the one hand, our study advances the understanding of how parenting styles are reflected in the linguistic and emotional expressions of students on microblogs. …”
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