| Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information | May 29, 2025 | Hallucination | CodeCode Available | 0 |
| MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration | May 29, 2025 | HallucinationMultimodal Reasoning | CodeCode Available | 0 |
| Map&Make: Schema Guided Text to Table Generation | May 29, 2025 | HallucinationInformation Retrieval | —Unverified | 0 |
| Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs | May 29, 2025 | Dimensionality ReductionHallucination | —Unverified | 0 |
| Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation | May 29, 2025 | Decision MakingHallucination | —Unverified | 0 |
| Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model | May 29, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Are Reasoning Models More Prone to Hallucination? | May 29, 2025 | Hallucination | —Unverified | 0 |
| Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks | May 28, 2025 | Hallucination | —Unverified | 0 |
| SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context | May 28, 2025 | HallucinationRAG | —Unverified | 0 |
| A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction | May 27, 2025 | Domain AdaptationHallucination | —Unverified | 0 |
