| Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition | Jan 13, 2024 | HallucinationNovel Concepts | —Unverified | 0 |
| Fine-grained Hallucination Detection and Editing for Language Models | Jan 12, 2024 | HallucinationRetrieval | —Unverified | 0 |
| SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully | Jan 11, 2024 | HallucinationText Generation | CodeCode Available | 0 |
| Hallucination Benchmark in Medical Visual Question Answering | Jan 11, 2024 | HallucinationMedical Visual Question Answering | CodeCode Available | 0 |
| Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning | Jan 11, 2024 | Decision MakingHallucination | —Unverified | 0 |
| AI Hallucinations: A Misnomer Worth Clarifying | Jan 9, 2024 | HallucinationText Generation | —Unverified | 0 |
| LightHouse: A Survey of AGI Hallucination | Jan 8, 2024 | HallucinationSurvey | CodeCode Available | 0 |
| Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering | Jan 3, 2024 | Hallucinationparameter-efficient fine-tuning | —Unverified | 0 |
| Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation | Jan 3, 2024 | DiversityHallucination | —Unverified | 0 |
| Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models | Jan 3, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models | Jan 2, 2024 | Financial AnalysisHallucination | CodeCode Available | 0 |
| VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens | Jan 1, 2024 | HallucinationPosition | —Unverified | 0 |
| Do Androids Know They're Only Dreaming of Electric Sheep? | Dec 28, 2023 | HallucinationHallucination Evaluation | —Unverified | 0 |
| KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph | Dec 26, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation | Dec 26, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| 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 |
| 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 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 |
| 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 |
| Improving Factual Error Correction by Learning to Inject Factual Errors | Dec 12, 2023 | Hallucination | CodeCode Available | 0 |
| Vista-LLaMA: Reliable Video Narrator via Equal Distance to Visual Tokens | Dec 12, 2023 | HallucinationPosition | —Unverified | 0 |