Megagon Labs – Medium

While fine-tuning pre-trained language models has become a standard NLP practice, data labeling remains a significant bottleneck in NLP. To alleviate this problem, active learning (AL) methods have been used for various NLP tasks such as sentiment analysis and document classification.