Zilin Yuan

Jul 11, 2023 | mdpi.com | Zilin Yuan |Yinghui Li |Yangning Li |Hai-Tao Zheng

Abstract:Text classification is a well-established task in NLP, but it has two major limitations. Firstly, text classification is heavily reliant on domain-specific knowledge, meaning that a classifier that is trained on a given corpus may not perform well when presented with text from another domain. Secondly, text classification models require substantial amounts of annotated data for training, and in certain domains, there may be an insufficient quantity of labeled data available.