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cs.CL2022
Finding Pareto Trade-offs in Fair and Accurate Detection of Toxic Speech
Soumyajit Gupta, Venelin Kovatchev, Anubrata Das +2
Optimizing NLP models for fairness poses many challenges. Lack of differentiable fairness measures prevents gradient-based loss training or requires surrogate losses that diverge f…
cs.HC2022★ 13 cited
The Effects of Interactive AI Design on User Behavior: An Eye-tracking Study of Fact-checking COVID-19 Claims
Li Shi, Nilavra Bhattacharya, Anubrata Das +2
We conducted a lab-based eye-tracking study to investigate how the interactivity of an AI-powered fact-checking system affects user interactions, such as dwell time, attention, and…