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cs.CL2023★ 1 cited
Parameter-efficient Modularised Bias Mitigation via AdapterFusion
Deepak Kumar, Oleg Lesota, George Zerveas +4
Large pre-trained language models contain societal biases and carry along these biases to downstream tasks. Current in-processing bias mitigation approaches (like adversarial train…
cs.CL2022
Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages
Nalin Kumar, Deepak Kumar, Subhankar Mishra
Neural Machine Translation (NMT) models have been effective on large bilingual datasets. However, the existing methods and techniques show that the model's performance is highly de…