| Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion | Jan 2, 2025 | DiversityHallucination | —Unverified | 0 |
| Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking | Jan 2, 2025 | HallucinationText Generation | —Unverified | 0 |
| VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models | Jan 1, 2025 | Hallucination | —Unverified | 0 |
| Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding | Jan 1, 2025 | Hallucination | CodeCode Available | 1 |
| Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention | Jan 1, 2025 | HallucinationResponse Generation | CodeCode Available | 2 |
| VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification | Jan 1, 2025 | Hallucination | CodeCode Available | 1 |
| Stop Learning it all to Mitigate Visual Hallucination, Focus on the Hallucination Target. | Jan 1, 2025 | AllHallucination | —Unverified | 0 |
| POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation | Jan 1, 2025 | HallucinationReasoning Segmentation | —Unverified | 0 |
| RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback | Jan 1, 2025 | HallucinationImage Comprehension | CodeCode Available | 0 |
| IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models | Jan 1, 2025 | HallucinationMultiple-choice | —Unverified | 0 |
