| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| Calibrated Self-Rewarding Vision Language Models | May 23, 2024 | HallucinationLanguage Modelling | CodeCode Available | 2 |
| Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens | Nov 23, 2024 | Hallucination | CodeCode Available | 2 |
| Differential Transformer | Oct 7, 2024 | HallucinationIn-Context Learning | CodeCode Available | 2 |
| HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding | Mar 1, 2024 | HallucinationObject | CodeCode Available | 2 |
| Aligning Modalities in Vision Large Language Models via Preference Fine-tuning | Feb 18, 2024 | HallucinationInstruction Following | CodeCode Available | 2 |
| Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning | Jun 26, 2023 | HallucinationVisual Question Answering | CodeCode Available | 2 |
| Granite Guardian | Dec 10, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
| Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering | Apr 23, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 2 |
