Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li...
TL;DR本文提出了基于深度学习的 XML 方法,采用基于词向量的自注意力和基于排序的自编码器,不仅能处理特征和标签之间的依赖关系,同时也可以考虑标签之间的依赖关系,该方法在标准数据集上表现优异。
Abstract
extreme multi-label classification (XML) is an important yet challenging
machine learning task, that assigns to each instance its most relevant
candidate labels from an extremely large label collection, where the