赛道三-CCKS2021中文NLP地址相关性任务
2022-01-02 20:33 VincentWei
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继续阅读 »2022-01-02 20:33 VincentWei
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继续阅读 »2020-08-19 20:08 JinLonghua
本文主要是选择性意译以及个人总结,文章链接放在文末。 零样本学习(zero-shot learning, ZSL), 指的是通过观察不属于训练期间所见过标签种类的样本,并对其真实标签进行预测。 目前在图像分类领域与NLP领域,有了比较成熟的预训练方式,比较常见的是few-shot learning,即通过预训练模型与少量的标注训练集进行训练与预测,并且达到了比较好的效果。 而为了做到ZSL,在图像领域一般使用featurizer对标签文本与图像分别生成嵌入,并在可用的标签子集与图像上...
继续阅读 »2020-03-02 15:16 VincentWei
Introduction Merchants selling products through ecommerce often received a high amount of customers reviews too large in scale for human processing. These reviews often have important business insights that can be leveraged to perform actions that can imp...
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