| Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models | Dec 22, 2023 | HallucinationMachine Translation | —Unverified | 0 |
| Theory of Hallucinations based on Equivariance | Dec 22, 2023 | Hallucination | —Unverified | 0 |
| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts | Dec 21, 2023 | HallucinationQuestion Answering | —Unverified | 0 |
| Experimenting with Large Language Models and vector embeddings in NASA SciX | Dec 21, 2023 | Data AugmentationHallucination | —Unverified | 0 |
| Quantifying Bias in Text-to-Image Generative Models | Dec 20, 2023 | HallucinationMarketing | —Unverified | 0 |
| On Early Detection of Hallucinations in Factual Question Answering | Dec 19, 2023 | HallucinationOpen-Ended Question Answering | CodeCode Available | 1 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 |
| "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation | Dec 18, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Large Language Models: A Survey | Dec 18, 2023 | HallucinationRAG | CodeCode Available | 4 |
| Silkie: Preference Distillation for Large Visual Language Models | Dec 17, 2023 | HallucinationMME | —Unverified | 0 |
| Towards Verifiable Text Generation with Evolving Memory and Self-Reflection | Dec 14, 2023 | HallucinationRetrieval | —Unverified | 0 |
| Vista-LLaMA: Reliable Video Narrator via Equal Distance to Visual Tokens | Dec 12, 2023 | HallucinationPosition | —Unverified | 0 |
| Improving Factual Error Correction by Learning to Inject Factual Errors | Dec 12, 2023 | Hallucination | CodeCode Available | 0 |
| Hallucination Augmented Contrastive Learning for Multimodal Large Language Model | Dec 12, 2023 | Contrastive LearningHallucination | CodeCode Available | 1 |
| Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models | Dec 11, 2023 | HallucinationLanguage Modelling | —Unverified | 0 |
| Context Tuning for Retrieval Augmented Generation | Dec 9, 2023 | HallucinationRAG | —Unverified | 0 |
| Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency | Dec 8, 2023 | DecoderHallucination | CodeCode Available | 1 |
| DelucionQA: Detecting Hallucinations in Domain-specific Question Answering | Dec 8, 2023 | HallucinationInformation Retrieval | —Unverified | 0 |
| HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models | Dec 8, 2023 | Hallucination | —Unverified | 0 |
| Mitigating Open-Vocabulary Caption Hallucinations | Dec 6, 2023 | DiversityHallucination | CodeCode Available | 1 |
| Weakly Supervised Detection of Hallucinations in LLM Activations | Dec 5, 2023 | HallucinationLanguage Modeling | CodeCode Available | 5 |
| Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites | Dec 4, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models | Dec 3, 2023 | HallucinationVisual Grounding | CodeCode Available | 0 |
| RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback | Dec 1, 2023 | HallucinationImage Captioning | CodeCode Available | 6 |
