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  1. Article

    Open Access

    MixER: linear interpolation of latent space for entity resolution

    Entity resolution, accurately identifying various representations of the same real-world entities, is a crucial part of data integration systems. While existing learning-based models can achieve good performan...

    Huaiguang Wu, Shuaichao Li in Complex & Intelligent Systems (2024)

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    Article

    Transformer-based Denoising Adversarial Variational Entity Resolution

    Entity resolution (ER), precisely identifying different representations of the same real-world entities, is critical for data integration. The ER question has been studied for many years, and many methods have...

    Shuaichao Li, Huaiguang Wu in Journal of Intelligent Information Systems (2023)