Improving Applicability of Deep Learning based Token Classification models during Training

Anket Mehra, Malte Prieß, Marian Himstedt

This paper shows that further evaluation metrics during model training are needed to decide about its applicability in inference. As an example, a LayoutLM-based model is trained f…