| Uncovering Overfitting in Large Language Model Editing | Oct 10, 2024 | AttributeIn-Context Learning | —Unverified | 0 |
| Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection | Aug 17, 2024 | Active LearningIn-Context Learning | —Unverified | 0 |
| Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? | Nov 29, 2023 | In-Context Learning | —Unverified | 0 |
| Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation | Apr 24, 2023 | In-Context LearningNatural Language Inference | —Unverified | 0 |
| On the Calibration of Multilingual Question Answering LLMs | Nov 15, 2023 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions | Oct 4, 2023 | In-Context Learning | —Unverified | 0 |
| Understanding In-context Learning of Addition via Activation Subspaces | May 8, 2025 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Understanding In-Context Learning via Supportive Pretraining Data | Jun 26, 2023 | In-Context Learning | —Unverified | 0 |
| Understanding In-Context Learning with a Pelican Soup Framework | Feb 16, 2024 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| Understanding Knowledge Hijack Mechanism in In-context Learning through Associative Memory | Dec 16, 2024 | In-Context Learning | —Unverified | 0 |
| Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications | Jul 27, 2024 | In-Context Learning | —Unverified | 0 |
| Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations | Jun 10, 2025 | In-Context LearningTriplet | —Unverified | 0 |
| Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning | Mar 13, 2025 | In-Context LearningMath | —Unverified | 0 |
| Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction | Mar 28, 2024 | Grammatical Error CorrectionIn-Context Learning | —Unverified | 0 |
| Unified Medical Lesion Segmentation via Self-referring Indicator | Jan 1, 2025 | In-Context LearningLesion Segmentation | —Unverified | 0 |
| Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning | May 24, 2025 | In-Context Learning | —Unverified | 0 |
| Unifying Demonstration Selection and Compression for In-Context Learning | May 27, 2024 | In-Context LearningResponse Generation | —Unverified | 0 |
| Unifying Image Processing as Visual Prompting Question Answering | Oct 16, 2023 | Image EnhancementImage Restoration | —Unverified | 0 |
| Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models | Jul 1, 2024 | In-Context Learning | —Unverified | 0 |
| Universal Link Predictor By In-Context Learning on Graphs | Feb 12, 2024 | Hyperparameter OptimizationIn-Context Learning | —Unverified | 0 |
| Universal Response and Emergence of Induction in LLMs | Nov 11, 2024 | In-Context Learning | —Unverified | 0 |
| Universal Self-Adaptive Prompting | May 24, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning | Jan 11, 2024 | Backdoor AttackIn-Context Learning | —Unverified | 0 |
| Unlearnable Algorithms for In-context Learning | Feb 1, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation | Dec 2, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |