| Vision-Encoders (Already) Know What They See: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore | Feb 27, 2025 | HallucinationObject | CodeCode Available | 0 |
| Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization | Feb 26, 2025 | Hallucination | —Unverified | 0 |
| Medical Hallucinations in Foundation Models and Their Impact on Healthcare | Feb 26, 2025 | BenchmarkingHallucination | CodeCode Available | 2 |
| On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation | Feb 26, 2025 | Cross-Modal RetrievalHallucination | —Unverified | 0 |
| Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents | Feb 26, 2025 | HallucinationKnowledge Distillation | —Unverified | 0 |
| BRIDO: Bringing Democratic Order to Abstractive Summarization | Feb 25, 2025 | Abstractive Text SummarizationContrastive Learning | —Unverified | 0 |
| Verdict: A Library for Scaling Judge-Time Compute | Feb 25, 2025 | Fact CheckingHallucination | CodeCode Available | 3 |
| Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models | Feb 25, 2025 | Backdoor AttackHallucination | —Unverified | 0 |
| Hallucination Detection in LLMs Using Spectral Features of Attention Maps | Feb 24, 2025 | Hallucination | CodeCode Available | 1 |
| Exploring Causes and Mitigation of Hallucinations in Large Vision Language Models | Feb 24, 2025 | HallucinationImage Captioning | —Unverified | 0 |
