Nature

Deep active learning for multi label text classification

Given a set of labels, multi-label text classification (MLTC) aims to assign multiple relevant labels for a text. Recently, deep learning models get inspiring results in MLTC. Training a high-quality ...
Nature

A text classification method by integrating mobile inverted residual bottleneck convolution networks and capsule networks with adaptive feature channels

The rapid development of the Internet has generated a vast amount of textual data, including web pages, news articles, papers, e-books, chat content, emails, and user comments. The challenge of ...