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

Sep 06, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller

* Accepted at Workshop on Data Science with Human in the Loop (DaSH) @ ACM SIGKDD 2020 

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Measuring Social Biases of Crowd Workers using Counterfactual Queries

Apr 04, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Klaus Mueller

* Accepted at the Workshop on Fair and Responsible AI at ACM CHI 2020 

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Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience

Jan 31, 2020
Bhavya Ghai, Q. Vera Liao, Yunfeng Zhang, Rachel Bellamy, Klaus Mueller

* working draft 

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Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?

Nov 20, 2019
Bhavya Ghai, Buvana Ramanan, Klaus Mueller

* Accepted to AAAI conference of Artificial Intelligence 2020 (abstract) 

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