16 citations · 35 across the 14 of their papers we have counts for
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3 papers · 1 filter
cs.CL2022★ 3 cited
Source-Free Domain Adaptation for Question Answering with Masked Self-training
M. Yin, B. Wang, Y. Dong +1
Most previous unsupervised domain adaptation (UDA) methods for question answering(QA) require access to source domain data while fine-tuning the model for the target domain. Source…
stat.ML2022★ 16 cited
On Learning Fairness and Accuracy on Multiple Subgroups
Changjian Shui, Gezheng Xu, Qi Chen +5
We propose an analysis in fair learning that preserves the utility of the data while reducing prediction disparities under the criteria of group sufficiency. We focus on the scenar…
cs.LG2022★ 3 cited
Evolving Domain Generalization
William Wei Wang, Gezheng Xu, Ruizhi Pu +6
Domain generalization aims to learn a predictive model from multiple different but related source tasks that can generalize well to a target task without the need of accessing any…