| Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment | Mar 5, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation | Mar 5, 2024 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| How Well Can Transformers Emulate In-context Newton's Method? | Mar 5, 2024 | In-Context Learningregression | —Unverified | 0 |
| MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting | Mar 5, 2024 | In-Context LearningObject Rearrangement | —Unverified | 0 |
| ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context | Mar 4, 2024 | In-Context LearningSentence | CodeCode Available | 1 |
| Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? | Mar 4, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Not All Layers of LLMs Are Necessary During Inference | Mar 4, 2024 | AllIn-Context Learning | —Unverified | 0 |
| Transformers for Supervised Online Continual Learning | Mar 3, 2024 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models | Mar 3, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal | Mar 2, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 1 |
