Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition

Haocheng Luo, Wei Tan, Ngoc Dang Nguyen +1

Active learning, a widely adopted technique for enhancing machine learning models in text and image classification tasks with limited annotation resources, has received relatively…