| 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 |
| Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science | Mar 29, 2024 | ImputationIn-Context Learning | —Unverified | 0 |
| Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting | Oct 2, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction | Feb 21, 2024 | BlockingIn-Context Learning | —Unverified | 0 |
| Unraveling Indirect In-Context Learning Using Influence Functions | Jan 1, 2025 | In-Context LearningInformativeness | —Unverified | 0 |
| Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning | Jun 14, 2024 | In-Context Learning | —Unverified | 0 |
| Unsupervised Human Preference Learning | Sep 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Unsupervised Meta-Learning via In-Context Learning | May 25, 2024 | In-Context LearningMemorization | —Unverified | 0 |
| Unsupervised Prompting for Graph Neural Networks | May 22, 2025 | In-Context Learning | —Unverified | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI | Jun 27, 2024 | In-Context Learning | —Unverified | 0 |
| Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers | Sep 9, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning | Apr 16, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue | Sep 23, 2023 | In-Context LearningUser Simulation | —Unverified | 0 |
| Using In-Context Learning for Automatic Defect Labelling of Display Manufacturing Data | Jun 5, 2025 | Defect DetectionIn-Context Learning | —Unverified | 0 |
| Using In-Context Learning to Improve Dialogue Safety | Feb 2, 2023 | In-Context LearningRe-Ranking | —Unverified | 0 |
| Using Large Language Models for Parametric Shape Optimization | Dec 11, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue | Oct 17, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning | Jan 2, 2025 | FairnessFew-Shot Learning | —Unverified | 0 |
| Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models | Apr 11, 2024 | GPUIn-Context Learning | —Unverified | 0 |
| Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval | Jun 17, 2025 | In-Context LearningRetrieval | —Unverified | 0 |
| VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation | Jun 6, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| Video as the New Language for Real-World Decision Making | Feb 27, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Video In-context Learning | Jul 10, 2024 | In-Context Learning | —Unverified | 0 |
| Vision and Intention Boost Large Language Model in Long-Term Action Anticipation | May 3, 2025 | Action AnticipationIn-Context Learning | —Unverified | 0 |
| Vision-centric Token Compression in Large Language Model | Feb 2, 2025 | In-Context LearningLanguage Modeling | —Unverified | 0 |