| HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding | Mar 1, 2024 | HallucinationObject | CodeCode Available | 2 | 5 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 | 5 |
| Aligning Modalities in Vision Large Language Models via Preference Fine-tuning | Feb 18, 2024 | HallucinationInstruction Following | CodeCode Available | 2 | 5 |
| Differential Transformer | Oct 7, 2024 | HallucinationIn-Context Learning | CodeCode Available | 2 | 5 |
| A Diffusion-Based Generative Equalizer for Music Restoration | Mar 27, 2024 | Bandwidth ExtensionHallucination | CodeCode Available | 2 | 5 |
| Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning | Jun 26, 2023 | HallucinationVisual Question Answering | CodeCode Available | 2 | 5 |
| HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models | Oct 23, 2023 | DiagnosticHallucination | CodeCode Available | 2 | 5 |
| Granite Guardian | Dec 10, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 | 5 |
| Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies | Aug 6, 2023 | Hallucination | CodeCode Available | 2 | 5 |
| HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation | May 19, 2023 | HallucinationMachine Translation | CodeCode Available | 2 | 5 |
