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Expand Up @@ -375,7 +375,7 @@ The first work to correct hallucinations in MLLMs. :sparkles:
| ![Star](https://img.shields.io/github/stars/RLHF-V/RLHF-V.svg?style=social&label=Star) <br> [**RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback**](https://arxiv.org/pdf/2312.00849.pdf) <br> | arXiv | 2023-12-01 | [Github](https://github.com/RLHF-V/RLHF-V) | [Demo](http://120.92.209.146:8081/) |
| ![Star](https://img.shields.io/github/stars/shikiw/OPERA.svg?style=social&label=Star) <br> [**OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation**](https://arxiv.org/pdf/2311.17911.pdf) <br> | arXiv | 2023-11-29 | [Github](https://github.com/shikiw/OPERA) | - |
| ![Star](https://img.shields.io/github/stars/DAMO-NLP-SG/VCD.svg?style=social&label=Star) <br> [**Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding**](https://arxiv.org/pdf/2311.16922.pdf) <br> | arXiv | 2023-11-28 | [Github](https://github.com/DAMO-NLP-SG/VCD) | - |
| [**Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization**](https://arxiv.org/pdf/2311.16839.pdf) | arXiv | 2023-11-28 | [Coming soon]() | - |
| [**Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization**](https://arxiv.org/pdf/2311.16839.pdf) | arXiv | 2023-11-28 | [Github](https://github.com/opendatalab/HA-DPO) | [HomePage](https://opendatalab.github.io/HA-DPO/) |
| [**Mitigating Hallucination in Visual Language Models with Visual Supervision**](https://arxiv.org/pdf/2311.16479.pdf) | arXiv | 2023-11-27 | - | - |
| ![Star](https://img.shields.io/github/stars/Yuqifan1117/HalluciDoctor.svg?style=social&label=Star) <br> [**HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data**](https://arxiv.org/pdf/2311.13614.pdf) <br> | arXiv | 2023-11-22 | [Github](https://github.com/Yuqifan1117/HalluciDoctor) | - |
| ![Star](https://img.shields.io/github/stars/junyangwang0410/AMBER.svg?style=social&label=Star) <br> [**An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation**](https://arxiv.org/pdf/2311.07397.pdf) <br> | arXiv | 2023-11-13 | [Github](https://github.com/junyangwang0410/AMBER) | - |
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