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Showing 51–66 of 66 papers

TitleStatusHype
Defending Deep Neural Networks against Backdoor Attacks via Module Switching—0
Detecting Adversarial Text Attacks via SHapley Additive exPlanations—0
Distilling BERT for low complexity network training—0
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text—0
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English—0
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation—0
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT—0
Few-shot Multimodal Multitask Multilingual Learning—0
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples—0
Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Margin-Based Regularization and Selective Sampling in Deep Neural Networks—0
Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition—0
Noisy Text Data: Achilles’ Heel of BERT—0
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