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cs.LG2023
DOST -- Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels
Soumadeep Saha, Utpal Garain, Arijit Ukil +2
The enormous demand for annotated data brought forth by deep learning techniques has been accompanied by the problem of annotation noise. Although this issue has been widely discus…
cs.LG2019
Exploring the Robustness of NMT Systems to Nonsensical Inputs
Akshay Chaturvedi, Abijith KP, Utpal Garain
Neural machine translation (NMT) systems have been shown to give undesirable translation when a small change is made in the source sentence. In this paper, we study the behaviour o…