| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| On Early Detection of Hallucinations in Factual Question Answering | Dec 19, 2023 | HallucinationOpen-Ended Question Answering | CodeCode Available | 1 |
| "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation | Dec 18, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Hallucination Augmented Contrastive Learning for Multimodal Large Language Model | Dec 12, 2023 | Contrastive LearningHallucination | CodeCode Available | 1 |
| Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency | Dec 8, 2023 | DecoderHallucination | CodeCode Available | 1 |
| Mitigating Open-Vocabulary Caption Hallucinations | Dec 6, 2023 | DiversityHallucination | CodeCode Available | 1 |
| Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites | Dec 4, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization | Nov 28, 2023 | HallucinationMME | CodeCode Available | 1 |
| UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation | Nov 26, 2023 | BenchmarkingHallucination | CodeCode Available | 1 |
| Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus | Nov 22, 2023 | HallucinationRetrieval | CodeCode Available | 1 |
