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cs.LG2026
Soft Contextualized Encoder For User Defined Text Classification
Charu Maheshwari, Vyas Raina
User-Defined Text Classification (UDTC) considers the challenge of classifying input text to user-specified, previously unseen classes, a setting that arises frequently in real-wor…
cs.LG2023★ 2 cited
Identifying Adversarially Attackable and Robust Samples
Vyas Raina, Mark Gales
Adversarial attacks insert small, imperceptible perturbations to input samples that cause large, undesired changes to the output of deep learning models. Despite extensive research…