| LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error | Mar 7, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 2 |
| CausalPFN: Amortized Causal Effect Estimation via In-Context Learning | Jun 9, 2025 | Decision MakingHeterogeneous Treatment Effect Estimation | CodeCode Available | 2 |
| Can LLMs Learn New Concepts Incrementally without Forgetting? | Feb 13, 2024 | In-Context LearningIncremental Learning | CodeCode Available | 2 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 |
| Making Large Language Models Perform Better in Knowledge Graph Completion | Oct 10, 2023 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| Many-Shot In-Context Learning in Multimodal Foundation Models | May 16, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| In-Context Language Learning: Architectures and Algorithms | Jan 23, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation | Jun 15, 2024 | In-Context LearningText Generation | CodeCode Available | 2 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| A Controlled Study on Long Context Extension and Generalization in LLMs | Sep 18, 2024 | In-Context Learning | CodeCode Available | 2 |
