| Textual Data Augmentation for Efficient Active Learning on Tiny Datasets | Nov 1, 2020 | Active LearningData Augmentation | —Unverified | 0 |
| The Impact of Quantization on the Robustness of Transformer-based Text Classifiers | Mar 8, 2024 | QuantizationSST-2 | —Unverified | 0 |
| Two-in-One: A Model Hijacking Attack Against Text Generation Models | May 12, 2023 | ClassificationFace Recognition | —Unverified | 0 |
| Uncertainty Sentence Sampling by Virtual Adversarial Perturbation | Oct 26, 2022 | Active LearningDiversity | —Unverified | 0 |
| Noisy Text Data: Achilles' Heel of BERT | Mar 29, 2020 | Sentiment AnalysisSST-2 | —Unverified | 0 |
| Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding | Nov 1, 2019 | Natural Language UnderstandingRTE | —Unverified | 0 |
| Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models | Jul 24, 2023 | MemorizationMRPC | —Unverified | 0 |
| LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models | May 29, 2024 | Language ModellingSST-2 | —Unverified | 0 |
| From Shortcuts to Triggers: Backdoor Defense with Denoised PoE | May 24, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 |
| Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge | Feb 29, 2024 | QNLISST-2 | CodeCode Available | 0 |