Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation

Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang +1

We propose a new active learning (AL) framework, Active Learning++, which can utilize an annotator's labels as well as its rationale. Annotators can provide their rationale for cho…