| Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models | Oct 4, 2024 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection | Nov 19, 2023 | counterfactualHallucination | CodeCode Available | 0 | 5 |
| Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models | Nov 13, 2023 | HallucinationMachine Translation | CodeCode Available | 0 | 5 |
| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| Incorporating Task-specific Concept Knowledge into Script Learning | Aug 31, 2022 | Contrastive LearningHallucination | CodeCode Available | 0 | 5 |
| Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports | Apr 9, 2024 | FormHallucination | CodeCode Available | 0 | 5 |
| Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators | Aug 22, 2024 | HallucinationMixture-of-Experts | CodeCode Available | 0 | 5 |
| Characterizing Context Influence and Hallucination in Summarization | Oct 3, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| Image Denoising with Control over Deep Network Hallucination | Jan 2, 2022 | DenoisingHallucination | CodeCode Available | 0 | 5 |
| Improving Factual Error Correction by Learning to Inject Factual Errors | Dec 12, 2023 | Hallucination | CodeCode Available | 0 | 5 |
