| Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models | Jul 12, 2024 | In-Context LearningRelation | CodeCode Available | 0 | 5 |
| A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation | Feb 22, 2024 | Fracture detectionIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks | Oct 2, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 0 | 5 |
| In-Context Learning of Linear Systems: Generalization Theory and Applications to Operator Learning | Sep 18, 2024 | DiversityDomain Generalization | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models | Mar 20, 2025 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 | 5 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
