| Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models | Sep 30, 2023 | In-Context LearningReading Comprehension | —Unverified | 0 | 0 |
| In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization | Feb 22, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| In-Context Learning of Energy Functions | Jun 18, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| In-context learning of evolving data streams with tabular foundational models | Feb 24, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 | 0 |
| Explaining Emergent In-Context Learning as Kernel Regression | May 22, 2023 | Bayesian InferenceIn-Context Learning | —Unverified | 0 | 0 |
| In-Context Learning of Linear Dynamical Systems with Transformers: Error Bounds and Depth-Separation | Feb 12, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs | Jun 3, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 | 0 |
| On the Role of Transformer Feed-Forward Layers in Nonlinear In-Context Learning | Jan 30, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| In-context learning of state estimators | Dec 7, 2023 | In-Context LearningState Estimation | —Unverified | 0 | 0 |
| In-Context Learning on a Budget: A Case Study in Token Classification | Jun 19, 2024 | Domain AdaptationIn-Context Learning | —Unverified | 0 | 0 |
