Panpan Hou

FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks

In natural language processing (NLP), state-of-the-art (SOTA) semi-supervised learning (SSL) frameworks have shown great performance on deep pre-trained language models such as BERT, and are expected to significantly reduce the demand for manual labeling. However, our empirical studies indicate that…