| Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning | Mar 13, 2025 | In-Context LearningMath | —Unverified | 0 | 0 |
| Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction | Mar 28, 2024 | Grammatical Error CorrectionIn-Context Learning | —Unverified | 0 | 0 |
| Unified Medical Lesion Segmentation via Self-referring Indicator | Jan 1, 2025 | In-Context LearningLesion Segmentation | —Unverified | 0 | 0 |
| Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning | May 24, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Unifying Demonstration Selection and Compression for In-Context Learning | May 27, 2024 | In-Context LearningResponse Generation | —Unverified | 0 | 0 |
| Unifying Image Processing as Visual Prompting Question Answering | Oct 16, 2023 | Image EnhancementImage Restoration | —Unverified | 0 | 0 |
| Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models | Jul 1, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Universal Link Predictor By In-Context Learning on Graphs | Feb 12, 2024 | Hyperparameter OptimizationIn-Context Learning | —Unverified | 0 | 0 |
| Universal Response and Emergence of Induction in LLMs | Nov 11, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Universal Self-Adaptive Prompting | May 24, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 | 0 |
| Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning | Jan 11, 2024 | Backdoor AttackIn-Context Learning | —Unverified | 0 | 0 |
| Unlearnable Algorithms for In-context Learning | Feb 1, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation | Dec 2, 2024 | DiversityFew-Shot Learning | —Unverified | 0 | 0 |
| Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science | Mar 29, 2024 | ImputationIn-Context Learning | —Unverified | 0 | 0 |
| Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting | Oct 2, 2024 | DiversityIn-Context Learning | —Unverified | 0 | 0 |
| Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction | Feb 21, 2024 | BlockingIn-Context Learning | —Unverified | 0 | 0 |
| Unraveling Indirect In-Context Learning Using Influence Functions | Jan 1, 2025 | In-Context LearningInformativeness | —Unverified | 0 | 0 |
| Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning | Jun 14, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Unsupervised Human Preference Learning | Sep 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Unsupervised Meta-Learning via In-Context Learning | May 25, 2024 | In-Context LearningMemorization | —Unverified | 0 | 0 |
| Unsupervised Prompting for Graph Neural Networks | May 22, 2025 | In-Context Learning | —Unverified | 0 | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 | 0 |
| UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI | Jun 27, 2024 | In-Context Learning | —Unverified | 0 | 0 |
| Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers | Sep 9, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 | 0 |
| Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning | Apr 16, 2024 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |