| Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization | Nov 15, 2024 | HallucinationHallucination Evaluation | —Unverified | 0 | 0 |
| Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering | May 19, 2025 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucination in Visual Language Models with Visual Supervision | Nov 27, 2023 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding | Sep 10, 2024 | HallucinationImage Captioning | —Unverified | 0 | 0 |
| Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval | May 10, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 | 0 |
| Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection | Mar 10, 2025 | Hallucinationobject-detection | —Unverified | 0 | 0 |
| Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding | Oct 21, 2024 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support | Oct 6, 2024 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Hallucinations via Inter-Layer Consistency Aggregation in Large Vision-Language Models | May 18, 2025 | HallucinationMME | —Unverified | 0 | 0 |
| Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine | Nov 8, 2024 | Computational EfficiencyHallucination | —Unverified | 0 | 0 |
| Mitigating Image Captioning Hallucinations in Vision-Language Models | May 6, 2025 | HallucinationHallucination Evaluation | —Unverified | 0 | 0 |
| Mitigating Knowledge Conflicts in Language Model-Driven Question Answering | Nov 18, 2024 | Document SummarizationHallucination | —Unverified | 0 | 0 |
| Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting | Nov 22, 2023 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| Mitigating Large Language Model Hallucination with Faithful Finetuning | Jun 17, 2024 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| Mitigating LLM Hallucinations via Conformal Abstention | Apr 4, 2024 | Conformal PredictionGenerative Question Answering | —Unverified | 0 | 0 |
| Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy | Mar 26, 2025 | HallucinationImage Captioning | —Unverified | 0 | 0 |
| Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation | Jun 3, 2025 | Hallucination | —Unverified | 0 | 0 |
| Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance | Feb 13, 2024 | HallucinationObject Hallucination | —Unverified | 0 | 0 |
| Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration | Feb 4, 2025 | AttributeHallucination | —Unverified | 0 | 0 |
| Data-augmented phrase-level alignment for mitigating object hallucination | May 28, 2024 | Data AugmentationHallucination | —Unverified | 0 | 0 |
| MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation | Feb 3, 2025 | BenchmarkingFairness | —Unverified | 0 | 0 |
| MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot | Apr 28, 2024 | HallucinationLanguage Modeling | —Unverified | 0 | 0 |
| MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models | Mar 19, 2025 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 | 0 |
| mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations | May 23, 2023 | HallucinationNatural Language Understanding | —Unverified | 0 | 0 |
| Modeling the Hallucinating Brain: A Generative Adversarial Framework | Feb 9, 2021 | Generative Adversarial NetworkHallucination | —Unverified | 0 | 0 |