| Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL | Nov 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models for enzymatic reaction prediction and characterization | May 8, 2025 | Drug DiscoveryIn-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Code to Improve In-context Learning for Semantic Parsing | Nov 16, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding | Jun 9, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 0 | 5 |
| Adversarially Pretrained Transformers may be Universally Robust In-Context Learners | May 20, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models to Develop Heuristics for Emerging Optimization Problems | Mar 5, 2025 | Combinatorial OptimizationIn-Context Learning | CodeCode Available | 0 | 5 |
| Learning to Reason via Program Generation, Emulation, and Search | May 25, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| A Benchmark for Learning to Translate a New Language from One Grammar Book | Sep 28, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 | 5 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Linking In-context Learning in Transformers to Human Episodic Memory | May 23, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 | 5 |
