| The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering | Feb 5, 2025 | Hallucination | CodeCode Available | 2 |
| CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs | Jan 28, 2025 | Hallucination | CodeCode Available | 2 |
| Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph | Jan 24, 2025 | Community DetectionHallucination | CodeCode Available | 2 |
| Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key | Jan 16, 2025 | 16kHallucination | CodeCode Available | 2 |
| Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention | Jan 1, 2025 | HallucinationResponse Generation | CodeCode Available | 2 |
| Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning | Dec 16, 2024 | HallucinationRobot Manipulation | CodeCode Available | 2 |
| Granite Guardian | Dec 10, 2024 | HallucinationLanguage Modeling | 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 |
| V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization | Nov 5, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 |
| TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning | Oct 25, 2024 | EgoSchemaHallucination | CodeCode Available | 2 |
