| 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 |
| ELECTRA is a Zero-Shot Learner, Too | Jul 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving the Adversarial Robustness of NLP Models by Information Bottleneck | Jun 11, 2022 | Adversarial RobustnessSST-2 | CodeCode Available | 0 |
| Leveraging QA Datasets to Improve Generative Data Augmentation | May 25, 2022 | Common Sense ReasoningData Augmentation | CodeCode Available | 0 |
| LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory | May 1, 2022 | MRPCSST-2 | CodeCode Available | 0 |
| TangoBERT: Reducing Inference Cost by using Cascaded Architecture | Apr 13, 2022 | CPUReading Comprehension | —Unverified | 0 |
| EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English | Mar 28, 2022 | Cultural Vocal Bursts Intensity PredictionLanguage Modeling | —Unverified | 0 |
| How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task | Nov 18, 2021 | Sentiment AnalysisSST-2 | CodeCode Available | 0 |
| DAWSON: Data Augmentation using Weak Supervision On Natural Language | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
