research
∙
09/06/2020
Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation
We propose a new active learning (AL) framework, Active Learning++, whic...
share
research
∙
04/04/2020
Measuring Social Biases of Crowd Workers using Counterfactual Queries
Social biases based on gender, race, etc. have been shown to pollute mac...
research
∙
01/24/2020
Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience
Active Learning (AL) is a human-in-the-loop Machine Learning paradigm fa...
research
∙
10/29/2019
Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?
Automatic speech recognition (ASR) systems play a key role in many comme...
research
∙
10/06/2017
