| R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models | May 4, 2024 | Graph AttentionHallucination | —Unverified | 0 |
| RAC3: Retrieval-Augmented Corner Case Comprehension for Autonomous Driving with Vision-Language Models | Dec 15, 2024 | Autonomous DrivingContrastive Learning | —Unverified | 0 |
| RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models | Nov 1, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| RAD: Retrieval-Augmented Decision-Making of Meta-Actions with Vision-Language Models in Autonomous Driving | Mar 18, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance | Jan 7, 2025 | HallucinationRAG | —Unverified | 0 |
| RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration | Mar 14, 2025 | Graph LearningHallucination | —Unverified | 0 |
| RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization | Aug 21, 2024 | HallucinationRAG | —Unverified | 0 |
| RAG-Reward: Optimizing RAG with Reward Modeling and RLHF | Jan 22, 2025 | BenchmarkingHallucination | —Unverified | 0 |
| Random Sampling for Fast Face Sketch Synthesis | Jan 8, 2017 | Face HallucinationFace Sketch Synthesis | —Unverified | 0 |
| Rare but Severe Errors Induced by Minimal Deletions in English-Chinese Neural Machine Translation | Oct 16, 2021 | HallucinationMachine Translation | —Unverified | 0 |
| RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best? | Mar 27, 2025 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering | Apr 16, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Attribution in Scientific Literature: New Benchmark and Methods | May 3, 2024 | Author AttributionHallucination | —Unverified | 0 |
| Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery | Nov 27, 2017 | compressed sensingDenoising | —Unverified | 0 |
| ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability | Oct 15, 2024 | HallucinationRAG | —Unverified | 0 |
| Redefining "Hallucination" in LLMs: Towards a psychology-informed framework for mitigating misinformation | Feb 1, 2024 | HallucinationMisinformation | —Unverified | 0 |
| Reducing hallucination in structured outputs via Retrieval-Augmented Generation | Apr 12, 2024 | HallucinationRAG | —Unverified | 0 |
| Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts | Dec 21, 2023 | HallucinationQuestion Answering | —Unverified | 0 |
| Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding | Jun 8, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| Reducing Tool Hallucination via Reliability Alignment | Dec 5, 2024 | HallucinationText Generation | —Unverified | 0 |
| Reference-free Hallucination Detection for Large Vision-Language Models | Aug 11, 2024 | HallucinationQuestion Answering | —Unverified | 0 |
| REFIND: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Refine Knowledge of Large Language Models via Adaptive Contrastive Learning | Feb 11, 2025 | Contrastive LearningHallucination | —Unverified | 0 |
| Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning | Apr 23, 2024 | ARCCommon Sense Reasoning | —Unverified | 0 |
| Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation | May 29, 2025 | FormHallucination | —Unverified | 0 |
| Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization | May 20, 2025 | HallucinationIn-Context Learning | —Unverified | 0 |
| Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback | Mar 27, 2024 | Hallucination | —Unverified | 0 |
| Relational Graph Learning for Grounded Video Description Generation | Dec 2, 2021 | Graph LearningHallucination | —Unverified | 0 |
| Long-horizon Embodied Planning with Implicit Logical Inference and Hallucination Mitigation | Sep 24, 2024 | DiversityHallucination | —Unverified | 0 |
| ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding | Jul 7, 2025 | HallucinationQuestion Answering | —Unverified | 0 |
| Using Hallucinations to Bypass GPT4's Filter | Feb 16, 2024 | Hallucination | —Unverified | 0 |
| RePPL: Recalibrating Perplexity by Uncertainty in Semantic Propagation and Language Generation for Explainable QA Hallucination Detection | May 21, 2025 | HallucinationText Generation | —Unverified | 0 |
| Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition | Sep 3, 2023 | HallucinationSentence | —Unverified | 0 |
| ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations | Apr 20, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware | Feb 25, 2024 | Hallucination | —Unverified | 0 |
| Retrieval Augmentation Reduces Hallucination in Conversation | Apr 15, 2021 | HallucinationRetrieval | —Unverified | 0 |
| Retrieval-Augmented Generation for Natural Language Processing: A Survey | Jul 18, 2024 | HallucinationRAG | —Unverified | 0 |
| Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models | Feb 16, 2024 | HallucinationRetrieval | —Unverified | 0 |
| ReXTrust: A Model for Fine-Grained Hallucination Detection in AI-Generated Radiology Reports | Dec 17, 2024 | Hallucination | —Unverified | 0 |
| RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being | Jun 10, 2025 | HallucinationInstruction Following | —Unverified | 0 |
| RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation | Jun 18, 2024 | HallucinationRAG | —Unverified | 0 |
| Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering | Mar 3, 2024 | Claim VerificationGraph Question Answering | —Unverified | 0 |
| RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models | May 28, 2024 | HallucinationMME | —Unverified | 0 |
| Robust Hallucination Detection in LLMs via Adaptive Token Selection | Apr 10, 2025 | Hallucination | —Unverified | 0 |
| Robust Instant Policy: Leveraging Student's t-Regression Model for Robust In-context Imitation Learning of Robot Manipulation | Jun 18, 2025 | HallucinationImitation Learning | —Unverified | 0 |
| Robust Multi-Image Based Blind Face Hallucination | Jun 1, 2015 | DeblurringFace Hallucination | —Unverified | 0 |
| Robustness Assessment of Mathematical Reasoning in the Presence of Missing and Contradictory Conditions | Jun 7, 2024 | HallucinationMathematical Reasoning | —Unverified | 0 |
| Robust plug-and-play methods for highly accelerated non-Cartesian MRI reconstruction | Nov 4, 2024 | compressed sensingDenoising | —Unverified | 0 |
| RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems | Sep 25, 2024 | Hallucination | —Unverified | 0 |