Yonggang Wang

A Large-scale Attribute Dataset for Zero-shot Learning

2018 · arXiv (Cornell University)

Zero-Shot Learning (ZSL) has attracted huge research attention over the past few years; it aims to learn the new concepts that have never been seen before. In classical ZSL algorithms, attributes are introduced as the …

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations

2020

The pre-training of text encoders normally processes text as a sequence of tokens corresponding to small text units, such as word pieces in English and characters in Chinese. It omits information carried by larger text …