| TrojText: Test-time Invisible Textual Trojan Insertion | Mar 3, 2023 | SST-2 | CodeCode Available | 0 |
| Few-shot Multimodal Multitask Multilingual Learning | Feb 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE | Feb 18, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing | Jan 25, 2023 | Backdoor AttackSentence | —Unverified | 0 |
| Adaptive Deep Neural Network Inference Optimization with EENet | Jan 15, 2023 | Inference OptimizationScheduling | CodeCode Available | 1 |
| ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients | Jan 1, 2023 | Federated LearningSST-2 | CodeCode Available | 1 |
| RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding | Dec 12, 2022 | CoLAData Augmentation | CodeCode Available | 0 |
| Uncertainty Sentence Sampling by Virtual Adversarial Perturbation | Oct 26, 2022 | Active LearningDiversity | —Unverified | 0 |
| Are Sample-Efficient NLP Models More Robust? | Oct 12, 2022 | Extractive Question-Answeringimage-classification | —Unverified | 0 |
| Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation | Oct 1, 2022 | Data AugmentationMRPC | —Unverified | 0 |
