| Investigating the Zone of Proximal Development of Language Models for In-Context Learning | Feb 10, 2025 | In-Context Learning | CodeCode Available | 0 |
| MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations | Feb 10, 2025 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Few-shot_LLM_Synthetic_Data_with_Distribution_Matching | Feb 9, 2025 | AttributeEfficient Exploration | CodeCode Available | 0 |
| Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training | Feb 9, 2025 | In-Context Learning | —Unverified | 0 |
| TabICL: A Tabular Foundation Model for In-Context Learning on Large Data | Feb 8, 2025 | In-Context Learning | —Unverified | 0 |
| In-context denoising with one-layer transformers: connections between attention and associative memory retrieval | Feb 7, 2025 | DenoisingIn-Context Learning | —Unverified | 0 |
| Extracting and Understanding the Superficial Knowledge in Alignment | Feb 7, 2025 | In-Context Learning | CodeCode Available | 0 |
| Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture | Feb 7, 2025 | DecoderIn-Context Learning | —Unverified | 0 |
| Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context | Feb 7, 2025 | In-Context Learning | —Unverified | 0 |
| BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation | Feb 6, 2025 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
