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

1 code implementation • EMNLP 2021 • Chen Liu, Mengchao Zhang, Zhibin Fu, Pan Hou, Yu Li

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.

Semi-Supervised Text Classification