| Uncertainty Aware Review Hallucination for Science Article Classification | Aug 1, 2021 | ClassificationHallucination | —Unverified | 0 |
| Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models | Jun 9, 2025 | Hallucination | —Unverified | 0 |
| UNCLE: Uncertainty Expressions in Long-Form Generation | May 22, 2025 | 4kForm | —Unverified | 0 |
| Understanding Alignment in Multimodal LLMs: A Comprehensive Study | Jul 2, 2024 | Hallucination | —Unverified | 0 |
| Understanding and predicting user dissatisfaction in a neural generative chatbot | Jul 1, 2021 | ChatbotHallucination | —Unverified | 0 |
| Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation | Nov 29, 2023 | counterfactualHallucination | —Unverified | 0 |
| UniFa: A unified feature hallucination framework for any-shot object detection | Mar 1, 2025 | Generalized Zero-Shot Object DetectionHallucination | —Unverified | 0 |
| Unleashing the potential of prompt engineering for large language models | Oct 23, 2023 | HallucinationPrompt Engineering | —Unverified | 0 |
| Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies | Mar 2, 2025 | Fact CheckingFederated Learning | —Unverified | 0 |
| Unsupervised Compressive Text Summarisation with Reinforcement Learning | Dec 17, 2021 | Hallucinationreinforcement-learning | —Unverified | 0 |
| Unveiling Glitches: A Deep Dive into Image Encoding Bugs within CLIP | Jun 30, 2024 | HallucinationImage Comprehension | —Unverified | 0 |
| A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models | May 15, 2024 | Hallucination | —Unverified | 0 |
| UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation | Mar 15, 2023 | HallucinationPrompt Engineering | —Unverified | 0 |
| Urban Land Cover Classification with Missing Data Modalities Using Deep Convolutional Neural Networks | Sep 21, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination | Jul 30, 2023 | HallucinationSemantic Similarity | —Unverified | 0 |
| UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches | Aug 30, 2024 | HallucinationRecommendation Systems | —Unverified | 0 |
| Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations | Apr 20, 2023 | HallucinationTransfer Learning | —Unverified | 0 |
| Utilizing Large Language Models in an iterative paradigm with domain feedback for zero-shot molecule optimization | Oct 17, 2024 | Drug DiscoveryHallucination | —Unverified | 0 |
| Validating Network Protocol Parsers with Traceable RFC Document Interpretation | Apr 25, 2025 | Hallucination | —Unverified | 0 |
| VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech | Jan 25, 2024 | DecoderHallucination | —Unverified | 0 |
| Valuable Hallucinations: Realizable Non-realistic Propositions | Feb 16, 2025 | Hallucination | —Unverified | 0 |
| Verb Mirage: Unveiling and Assessing Verb Concept Hallucinations in Multimodal Large Language Models | Dec 6, 2024 | HallucinationOptical Character Recognition (OCR) | —Unverified | 0 |
| Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection | Feb 20, 2025 | Hallucination | —Unverified | 0 |
| VERITAS: A Unified Approach to Reliability Evaluation | Nov 5, 2024 | Fact CheckingHallucination | —Unverified | 0 |
| ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models | Nov 16, 2024 | HallucinationVideo Generation | —Unverified | 0 |