| Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis | May 20, 2025 | Hallucination | —Unverified | 0 |
| Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey | May 20, 2025 | DecoderGeometry Problem Solving | —Unverified | 0 |
| Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration | Jun 26, 2025 | HallucinationText Generation | CodeCode Available | 0 |
| The Instinctive Bias: Spurious Images lead to Illusion in MLLMs | Feb 6, 2024 | Hallucination | CodeCode Available | 0 |
| Mitigating Hallucination in Fictional Character Role-Play | Jun 25, 2024 | HallucinationWorld Knowledge | CodeCode Available | 0 |
| Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information | Apr 15, 2024 | Abstractive Text SummarizationHallucination | CodeCode Available | 0 |
| Mitigating Entity-Level Hallucination in Large Language Models | Jul 12, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| "Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs | Sep 15, 2023 | HallucinationKnowledge Graphs | CodeCode Available | 0 |
| Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection | Jan 18, 2023 | HallucinationMachine Translation | CodeCode Available | 0 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 |
