| Hallucination Reduction in Long Input Text Summarization | Sep 28, 2023 | DecoderHallucination | CodeCode Available | 0 |
| DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models | Feb 22, 2024 | Hallucination | CodeCode Available | 0 |
| Hallucination, Monofacts, and Miscalibration: An Empirical Investigation | Feb 11, 2025 | DecoderHallucination | CodeCode Available | 0 |
| UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output | May 5, 2025 | Hallucination | CodeCode Available | 0 |
| UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models | Feb 22, 2024 | HallucinationRetrieval | CodeCode Available | 0 |
| Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks | Jan 19, 2025 | AI AgentHallucination | CodeCode Available | 0 |
| Hallucination Mitigation Prompts Long-term Video Understanding | Jun 17, 2024 | Answer GenerationHallucination | CodeCode Available | 0 |
| Hallucination In Object Detection -- A Study In Visual Part Verification | Jun 4, 2021 | HallucinationObject | CodeCode Available | 0 |
| Regression is all you need for medical image translation | May 4, 2025 | AllHallucination | CodeCode Available | 0 |
| THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models | Sep 17, 2024 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation | May 15, 2025 | graph constructionHallucination | CodeCode Available | 0 |
| Do Language Models Know When They're Hallucinating References? | May 29, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Chain-of-Verification Reduces Hallucination in Large Language Models | Sep 20, 2023 | HallucinationText Generation | CodeCode Available | 0 |
| A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection | Oct 10, 2023 | HallucinationSentence | CodeCode Available | 0 |
| The Curious Case of Hallucinations in Neural Machine Translation | Apr 14, 2021 | HallucinationKnowledge Distillation | CodeCode Available | 0 |
| Reliable Academic Conference Question Answering: A Study Based on Large Language Model | Oct 19, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Diving Deep into Modes of Fact Hallucinations in Dialogue Systems | Jan 11, 2023 | Hallucination | CodeCode Available | 0 |
| Hallucination Elimination and Semantic Enhancement Framework for Vision-Language Models in Traffic Scenarios | Dec 10, 2024 | Autonomous DrivingDescriptive | CodeCode Available | 0 |
| Analogy Models for Neural Word Inflection | Dec 1, 2020 | HallucinationLEMMA | CodeCode Available | 0 |
| A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation | Oct 11, 2024 | HallucinationRAG | CodeCode Available | 0 |
| Differentially Private Steering for Large Language Model Alignment | Jan 30, 2025 | HallucinationInference Attack | CodeCode Available | 0 |
| Reproducing sensory induced hallucinations via neural fields | Jul 8, 2022 | Hallucination | CodeCode Available | 0 |
| DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation | Mar 26, 2024 | Abstract generationHallucination | CodeCode Available | 0 |
| Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models | Sep 4, 2024 | GPUHallucination | CodeCode Available | 0 |
| Hallucination Benchmark in Medical Visual Question Answering | Jan 11, 2024 | HallucinationMedical Visual Question Answering | CodeCode Available | 0 |
