Understanding Text Classification Using Label Names Only: A Language Model Self-Training Approach
In this article we will be discussing the research paper on text classficiation using label names. The research paper is titled: Text Classification Using Label Names Only: A Language Model Self-Training Approach and it is published in the Conference on Empirical Methods in Natural Language Processing 2020. The research paper is available here So far, text classification has seen a huge succes in the NLP domain with the help of huge chunks of labelled data that is fed on to the models for training purposes. Recently, Semi Supervised learning has boomed using abundant unlabelled data and a smaller amount of labelled data. But when the number of classes are huge, it becomes a tedious task for the domain experts. ...