| Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models | May 7, 2024 | In-Context LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions | May 4, 2024 | In-Context LearningText to SQL | CodeCode Available | 1 |
| PICLe: Eliciting Diverse Behaviors from Large Language Models with Persona In-Context Learning | May 3, 2024 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs | Apr 28, 2024 | In-Context LearningMusic Generation | CodeCode Available | 1 |
| In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization | Apr 25, 2024 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| AnyPattern: Towards In-context Image Copy Detection | Apr 21, 2024 | Copy DetectionIn-Context Learning | CodeCode Available | 1 |
| How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? | Apr 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 |
| EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models | Apr 15, 2024 | In-Context LearningSynthetic Data Generation | CodeCode Available | 1 |
| Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning | Apr 15, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
