| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 | 5 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 | 5 |
| Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective | Jun 6, 2024 | Generalization BoundsIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 | 5 |
| Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs | Feb 20, 2025 | ARCIn-Context Learning | CodeCode Available | 0 | 5 |
| Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement | Feb 1, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| Out-of-distribution generalization via composition: a lens through induction heads in Transformers | Aug 18, 2024 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | 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 |
