OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis

no code implementations • 1 Oct 2021 • Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey, Ishan Jindal, Avneet Jain

We propose novel rewards to account for class imbalance and user feedback in the annotation interface, to improve the active learning method.

Active Learning document understanding +5