| InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment | Feb 13, 2024 | Hallucination | CodeCode Available | 2 |
| A Survey on Hallucination in Large Vision-Language Models | Feb 1, 2024 | HallucinationSurvey | CodeCode Available | 2 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 |
| RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models | Dec 31, 2023 | HallucinationRAG | CodeCode Available | 2 |
| OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation | Nov 29, 2023 | Hallucination | CodeCode Available | 2 |
| Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding | Nov 28, 2023 | HallucinationObject | CodeCode Available | 2 |
| A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions | Nov 9, 2023 | HallucinationInformation Retrieval | CodeCode Available | 2 |
| Woodpecker: Hallucination Correction for Multimodal Large Language Models | Oct 24, 2023 | Hallucination | CodeCode Available | 2 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 |
| From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models | Oct 13, 2023 | HallucinationImage Captioning | CodeCode Available | 2 |
