| LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models | Jun 15, 2023 | HallucinationImage Captioning | CodeCode Available | 2 |
| Enabling Large Language Models to Generate Text with Citations | May 24, 2023 | HallucinationRetrieval | CodeCode Available | 2 |
| Lawyer LLaMA Technical Report | May 24, 2023 | ArticlesHallucination | CodeCode Available | 2 |
| HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models | May 19, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 2 |
| HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation | May 19, 2023 | HallucinationMachine Translation | CodeCode Available | 2 |
| Evaluating Object Hallucination in Large Vision-Language Models | May 17, 2023 | HallucinationObject | CodeCode Available | 2 |
| Exploring Human-Like Translation Strategy with Large Language Models | May 6, 2023 | HallucinationMachine Translation | CodeCode Available | 2 |
| GPT-NER: Named Entity Recognition via Large Language Models | Apr 20, 2023 | Hallucinationnamed-entity-recognition | CodeCode Available | 2 |
| SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models | Mar 15, 2023 | Fact CheckingHallucination | CodeCode Available | 2 |
| MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization | Jan 28, 2023 | HallucinationMultiple-choice | CodeCode Available | 2 |
| Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions | Dec 20, 2022 | HallucinationQuestion Answering | CodeCode Available | 2 |
| Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression | Jul 21, 2022 | HallucinationImage Enhancement | CodeCode Available | 2 |
| PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision | Mar 29, 2022 | 3D Human Pose EstimationHallucination | CodeCode Available | 2 |
| Mitigating Object Hallucinations via Sentence-Level Early Intervention | Jul 16, 2025 | HallucinationMM-Vet | CodeCode Available | 1 |
| KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality | Jun 24, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| DiffFuSR: Super-Resolution of all Sentinel-2 Multispectral Bands using Diffusion Models | Jun 13, 2025 | AllHallucination | CodeCode Available | 1 |
| ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs | Jun 11, 2025 | Code GenerationDiagnostic | CodeCode Available | 1 |
| Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMs | Jun 11, 2025 | HallucinationObject Hallucination | CodeCode Available | 1 |
| MedChat: A Multi-Agent Framework for Multimodal Diagnosis with Large Language Models | Jun 9, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models | Jun 5, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification | Jun 5, 2025 | Automated Theorem ProvingHallucination | CodeCode Available | 1 |
| OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis | Jun 4, 2025 | Action GenerationDecision Making | CodeCode Available | 1 |
| FlySearch: Exploring how vision-language models explore | Jun 3, 2025 | HallucinationTask Planning | CodeCode Available | 1 |
| The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models | May 30, 2025 | HallucinationMathematical Reasoning | CodeCode Available | 1 |
| CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models | May 27, 2025 | HallucinationLanguage Modeling | CodeCode Available | 1 |
