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09/06/2020
Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation
We propose a new active learning (AL) framework, Active Learning++, whic...
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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...
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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...
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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...
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10/06/2017