| HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning | Jul 22, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 |
| CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools | Jul 28, 2023 | Hallucination | CodeCode Available | 1 |
| Grounded Chain-of-Thought for Multimodal Large Language Models | Mar 17, 2025 | HallucinationSpatial Reasoning | CodeCode Available | 1 |
| Detecting Hallucinated Content in Conditional Neural Sequence Generation | Nov 5, 2020 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback | Apr 22, 2024 | AttributeHallucination | CodeCode Available | 1 |
| ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries | Apr 26, 2023 | Data SummarizationHallucination | CodeCode Available | 1 |
| Mitigating Hallucination for Large Vision Language Model by Inter-Modality Correlation Calibration Decoding | Jan 3, 2025 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset | Jan 16, 2025 | HallucinationSentence | CodeCode Available | 1 |
| GraphArena: Benchmarking Large Language Models on Graph Computational Problems | Jun 29, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| JDocQA: Japanese Document Question Answering Dataset for Generative Language Models | Mar 28, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 |
| Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations | Feb 10, 2024 | DiagnosticHallucination | CodeCode Available | 1 |
| FlySearch: Exploring how vision-language models explore | Jun 3, 2025 | HallucinationTask Planning | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| Mitigating Object Hallucinations via Sentence-Level Early Intervention | Jul 16, 2025 | HallucinationMM-Vet | CodeCode Available | 1 |
| Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation | May 16, 2025 | HallucinationRAG | CodeCode Available | 1 |
| PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language Model | Jan 21, 2025 | HallucinationImage Captioning | CodeCode Available | 1 |
| CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL | Nov 2, 2023 | HallucinationRetrieval | CodeCode Available | 1 |
| Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers | Nov 13, 2023 | Hallucinationknowledge editing | CodeCode Available | 1 |
| Mitigating Open-Vocabulary Caption Hallucinations | Dec 6, 2023 | DiversityHallucination | CodeCode Available | 1 |
| Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion | Dec 12, 2024 | HallucinationKnowledge Graph Completion | CodeCode Available | 1 |
| CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting | Apr 13, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 1 |
| FineSurE: Fine-grained Summarization Evaluation using LLMs | Jul 1, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
| GeoBenchX: Benchmarking LLMs for Multistep Geospatial Tasks | Mar 23, 2025 | BenchmarkingHallucination | CodeCode Available | 1 |
| Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding | Jun 18, 2024 | Hallucination | CodeCode Available | 1 |
| NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination | Jul 27, 2020 | HallucinationObject Detection | CodeCode Available | 1 |
| DAMO: Data- and Model-aware Alignment of Multi-modal LLMs | Feb 4, 2025 | Hallucination | CodeCode Available | 1 |
| Automatic Curriculum Expert Iteration for Reliable LLM Reasoning | Oct 10, 2024 | HallucinationLogical Reasoning | CodeCode Available | 1 |
| FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs | Oct 17, 2024 | DiversityHallucination | CodeCode Available | 1 |
| Deficiency-Aware Masked Transformer for Video Inpainting | Jul 17, 2023 | HallucinationImage Inpainting | CodeCode Available | 1 |
| FaithDial: A Faithful Benchmark for Information-Seeking Dialogue | Apr 22, 2022 | Dialogue GenerationHallucination | CodeCode Available | 1 |
| Dataset Distillation via Factorization | Oct 30, 2022 | Dataset DistillationHallucination | CodeCode Available | 1 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 |
| DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models | Jan 4, 2024 | HallucinationSentence | CodeCode Available | 1 |
| Doc2Query--: When Less is More | Jan 9, 2023 | HallucinationRetrieval | CodeCode Available | 1 |
| FactAlign: Long-form Factuality Alignment of Large Language Models | Oct 2, 2024 | FormHallucination | CodeCode Available | 1 |
| Selective Generation for Controllable Language Models | Jul 18, 2023 | Conformal PredictionHallucination | CodeCode Available | 1 |
| Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye View | Jul 9, 2023 | Autonomous DrivingHallucination | CodeCode Available | 1 |
| Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | Oct 18, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 1 |
| Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs | Jul 31, 2024 | HallucinationImage Comprehension | CodeCode Available | 1 |
| Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations | Oct 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers | Oct 16, 2023 | 16kHallucination | CodeCode Available | 1 |
| 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 |
| BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models | Sep 23, 2023 | Code CompletionHallucination | CodeCode Available | 1 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| EventHallusion: Diagnosing Event Hallucinations in Video LLMs | Sep 25, 2024 | HallucinationInstruction Following | CodeCode Available | 1 |
| Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation | Mar 25, 2025 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
