| LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement | Mar 22, 2024 | Data AugmentationGSM8K | CodeCode Available | 2 | 5 |
| Revisiting Character-level Adversarial Attacks for Language Models | May 7, 2024 | Adversarial AttackSentence | CodeCode Available | 1 | 5 |
| A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis | Apr 11, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients | Jan 1, 2023 | Federated LearningSST-2 | CodeCode Available | 1 | 5 |
| Generating Training Data with Language Models: Towards Zero-Shot Language Understanding | Feb 9, 2022 | Few-Shot LearningMNLI-m | CodeCode Available | 1 | 5 |
| Text Classification via Large Language Models | May 15, 2023 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN | Jun 5, 2024 | AllSST-2 | CodeCode Available | 1 | 5 |
| Adaptive Deep Neural Network Inference Optimization with EENet | Jan 15, 2023 | Inference OptimizationScheduling | CodeCode Available | 1 | 5 |
| From Shortcuts to Triggers: Backdoor Defense with Denoised PoE | May 24, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 | 5 |
| Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models | Oct 25, 2024 | backdoor defenseModel Editing | CodeCode Available | 0 | 5 |
