| 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 |
| VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models | Oct 1, 2024 | Hallucinationtext similarity | —Unverified | 0 |
| VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool | Jul 7, 2024 | Active LearningHallucination | —Unverified | 0 |
| VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models | Jun 24, 2024 | HallucinationVideo Understanding | —Unverified | 0 |
| VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding | Dec 4, 2024 | HallucinationInstruction Following | —Unverified | 0 |
| Vietnamese Legal Information Retrieval in Question-Answering System | Sep 5, 2024 | HallucinationInformation Retrieval | —Unverified | 0 |
| VILA^2: VILA Augmented VILA | Jul 24, 2024 | HallucinationOptical Character Recognition (OCR) | —Unverified | 0 |
| Virtual Accessory Try-On via Keypoint Hallucination | Oct 26, 2023 | HallucinationSemantic Segmentation | —Unverified | 0 |
| VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning | Oct 30, 2024 | BenchmarkingHallucination | —Unverified | 0 |
| Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering | Mar 26, 2025 | DiagnosticHallucination | —Unverified | 0 |
| MaCTG: Multi-Agent Collaborative Thought Graph for Automatic Programming | Oct 25, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning | Feb 18, 2024 | HallucinationVisual Question Answering | —Unverified | 0 |
| Vision-Language Models under Cultural and Inclusive Considerations | Jul 8, 2024 | HallucinationSurvey | —Unverified | 0 |
| Vision Transformer with Attention Map Hallucination and FFN Compaction | Jun 19, 2023 | Dimensionality ReductionHallucination | —Unverified | 0 |
| VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens | Jan 1, 2024 | HallucinationPosition | —Unverified | 0 |
| Vista-LLaMA: Reliable Video Narrator via Equal Distance to Visual Tokens | Dec 12, 2023 | HallucinationPosition | —Unverified | 0 |
| Visual Correspondence Hallucination | Jun 17, 2021 | Camera Pose EstimationHallucination | —Unverified | 0 |
| Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation | Apr 30, 2024 | Caption GenerationHallucination | —Unverified | 0 |
| Visual Hallucination: Definition, Quantification, and Prescriptive Remediations | Mar 26, 2024 | HallucinationImage Captioning | —Unverified | 0 |
| Visual Instruction Bottleneck Tuning | May 20, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment | Oct 12, 2024 | DiversityHallucination | —Unverified | 0 |
| VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training | Jun 16, 2025 | HallucinationMultimodal Reasoning | —Unverified | 0 |
| VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models | Jan 1, 2025 | Hallucination | —Unverified | 0 |
| VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models | Nov 26, 2024 | Hallucination | —Unverified | 0 |
| Robust Graph Meta-learning for Weakly-supervised Few-shot Node Classification | Jun 12, 2021 | ClassificationDrug Design | —Unverified | 0 |
| What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |