| Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation | Oct 1, 2022 | Data AugmentationMRPC | —Unverified | 0 |
| Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT | Dec 31, 2024 | regressionSST-2 | —Unverified | 0 |
| Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution | Dec 29, 2024 | Data PoisoningSST-2 | —Unverified | 0 |
| Few-shot Multimodal Multitask Multilingual Learning | Feb 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples | Apr 13, 2020 | General ClassificationSST-2 | —Unverified | 0 |
| DAWSON: Data Augmentation using Weak Supervision On Natural Language | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning | Dec 10, 2023 | CoLAFederated Learning | —Unverified | 0 |
| Defending Deep Neural Networks against Backdoor Attacks via Module Switching | Apr 8, 2025 | Evolutionary AlgorithmsSST-2 | —Unverified | 0 |
| Detecting Adversarial Text Attacks via SHapley Additive exPlanations | May 16, 2021 | Adversarial TextSST-2 | —Unverified | 0 |
| BERMo: What can BERT learn from ELMo? | Oct 18, 2021 | QQPSST-2 | —Unverified | 0 |