| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs | Jan 28, 2025 | Hallucination | CodeCode Available | 2 |
| HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding | Mar 1, 2024 | HallucinationObject | CodeCode Available | 2 |
| Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions | Jun 11, 2024 | HallucinationImage Description | CodeCode Available | 2 |
| Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement | Mar 31, 2025 | HallucinationRAG | CodeCode Available | 2 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation | Oct 5, 2023 | BenchmarkingDecision Making | CodeCode Available | 2 |
| Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling | Apr 17, 2025 | Hallucination | CodeCode Available | 2 |
| FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation | Oct 5, 2023 | HallucinationWorld Knowledge | CodeCode Available | 2 |
