| The Prompt is Mightier than the Example | May 24, 2025 | In-Context LearningSynthetic Data Generation | —Unverified | 0 |
| Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning | May 24, 2025 | In-Context Learning | —Unverified | 0 |
| Next-token pretraining implies in-context learning | May 23, 2025 | In-Context Learning | —Unverified | 0 |
| Token Reduction Should Go Beyond Efficiency in Generative Models -- From Vision, Language to Multimodality | May 23, 2025 | In-Context LearningToken Reduction | CodeCode Available | 3 |
| Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning | May 22, 2025 | In-Context Learning | —Unverified | 0 |
| In-Context Watermarks for Large Language Models | May 22, 2025 | In-Context LearningInstruction Following | —Unverified | 0 |
| MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning | May 22, 2025 | In-Context Learning | CodeCode Available | 0 |
| An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability | May 22, 2025 | In-Context LearningMultimodal Sentiment Analysis | —Unverified | 0 |
| IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection | May 22, 2025 | In-Context LearningSarcasm Detection | CodeCode Available | 0 |
| Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence | May 22, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
