| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| BASE-SQL: A powerful open source Text-To-SQL baseline approach | Feb 15, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 |
| A Closer Look at In-Context Learning under Distribution Shifts | May 26, 2023 | In-Context Learning | CodeCode Available | 1 |
| Parallel Context Windows for Large Language Models | Dec 21, 2022 | In-Context LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| PEARL: Towards Permutation-Resilient LLMs | Feb 20, 2025 | In-Context Learning | CodeCode Available | 1 |
| Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning | Jan 12, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 1 |
| eP-ALM: Efficient Perceptual Augmentation of Language Models | Mar 20, 2023 | In-Context LearningVisual Question Answering (VQA) | CodeCode Available | 1 |
| Batch Prompting: Efficient Inference with Large Language Model APIs | Jan 19, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 1 |
| Are Human-generated Demonstrations Necessary for In-context Learning? | Sep 26, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |