| Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources | May 22, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs | May 13, 2025 | HallucinationUncertainty Quantification | CodeCode Available | 1 |
| DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models | Jun 13, 2025 | AllHallucination | CodeCode Available | 1 |
| GraphArena: Benchmarking Large Language Models on Graph Computational Problems | Jun 29, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| FactAlign: Long-form Factuality Alignment of Large Language Models | Oct 2, 2024 | FormHallucination | CodeCode Available | 1 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 |
| Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers | Oct 16, 2023 | 16kHallucination | CodeCode Available | 1 |
| RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling | Oct 16, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Exploring the Transferability of Visual Prompting for Multimodal Large Language Models | Apr 17, 2024 | HallucinationMultimodal Reasoning | CodeCode Available | 1 |
| Extract Free Dense Misalignment from CLIP | Dec 24, 2024 | HallucinationImage Generation | CodeCode Available | 1 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 |
| Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy | Feb 25, 2024 | HallucinationSentence | CodeCode Available | 1 |
| Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond | Jun 16, 2023 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| Evaluation and Analysis of Hallucination in Large Vision-Language Models | Aug 29, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation | Oct 4, 2023 | HallucinationText Generation | CodeCode Available | 1 |
| Analyzing and Mitigating Object Hallucination in Large Vision-Language Models | Oct 1, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Benchmarking Llama2, Mistral, Gemma and GPT for Factuality, Toxicity, Bias and Propensity for Hallucinations | Apr 15, 2024 | BenchmarkingBias Detection | CodeCode Available | 1 |
| Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback | Apr 22, 2024 | AttributeHallucination | CodeCode Available | 1 |
| EventHallusion: Diagnosing Event Hallucinations in Video LLMs | Sep 25, 2024 | HallucinationInstruction Following | CodeCode Available | 1 |
| Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards | May 7, 2025 | BenchmarkingHallucination | CodeCode Available | 1 |
| Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation | Mar 25, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Detecting Hallucinated Content in Conditional Neural Sequence Generation | Nov 5, 2020 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations | Apr 18, 2025 | Hallucination | CodeCode Available | 1 |
| FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs | Oct 17, 2024 | DiversityHallucination | CodeCode Available | 1 |
| Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering | Sep 19, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
