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Showing 26–50 of 66 papers

TitleStatusHype
OrderBkd: Textual backdoor attack through repositioningCode0
Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning—0
Sentiment Analysis through LLM Negotiations—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT—0
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text—0
From Shortcuts to Triggers: Backdoor Defense with Denoised PoECode0
Two-in-One: A Model Hijacking Attack Against Text Generation Models—0
Masked Language Model Based Textual Adversarial Example DetectionCode0
TrojText: Test-time Invisible Textual Trojan InsertionCode0
Few-shot Multimodal Multitask Multilingual Learning—0
Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE—0
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing—0
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language UnderstandingCode0
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation—0
Are Sample-Efficient NLP Models More Robust?—0
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation—0
ELECTRA is a Zero-Shot Learner, TooCode0
Improving the Adversarial Robustness of NLP Models by Information BottleneckCode0
Leveraging QA Datasets to Improve Generative Data AugmentationCode0
LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration MemoryCode0
TangoBERT: Reducing Inference Cost by using Cascaded Architecture—0
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English—0
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis TaskCode0
DAWSON: Data Augmentation using Weak Supervision On Natural Language—0
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