| FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation | May 30, 2025 | Hallucination | CodeCode Available | 2 |
| MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM | May 30, 2025 | HallucinationMultimodal Reasoning | —Unverified | 0 |
| BIMA: Bijective Maximum Likelihood Learning Approach to Hallucination Prediction and Mitigation in Large Vision-Language Models | May 30, 2025 | Hallucination | —Unverified | 0 |
| LLM Inference Enhanced by External Knowledge: A Survey | May 30, 2025 | HallucinationKnowledge Graphs | CodeCode Available | 0 |
| Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model | May 29, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation | May 29, 2025 | FormHallucination | —Unverified | 0 |
| MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration | May 29, 2025 | HallucinationMultimodal Reasoning | CodeCode Available | 0 |
| Are Reasoning Models More Prone to Hallucination? | May 29, 2025 | Hallucination | —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 |
