| Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion | Aug 6, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 | 0 |
| Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts | Aug 6, 2024 | Bayesian InferenceData Augmentation | —Unverified | 0 | 0 |
| Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning | May 16, 2025 | In-Context LearningTime Series | —Unverified | 0 | 0 |
| When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs | May 16, 2025 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |
| Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds | Jun 3, 2025 | In-Context LearningNatural Questions | —Unverified | 0 | 0 |
| Relational reasoning and inductive bias in transformers trained on a transitive inference task | Jun 4, 2025 | In-Context LearningInductive Bias | —Unverified | 0 | 0 |
| Transformers Meet In-Context Learning: A Universal Approximation Theory | Jun 5, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods | Jun 12, 2025 | In-Context Learningregression | —Unverified | 0 | 0 |
| Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree | Oct 16, 2024 | Collaborative FilteringIn-Context Learning | —Unverified | 0 | 0 |
| A Closer Look at TabPFN v2: Strength, Limitation, and Extension | Feb 24, 2025 | In-Context Learning | —Unverified | 0 | 0 |
