| Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions | Nov 13, 2024 | DescriptiveHallucination | CodeCode Available | 0 | 5 |
| The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models | May 23, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 | 5 |
| An Investigation of Evaluation Metrics for Automated Medical Note Generation | May 27, 2023 | Graph EmbeddingHallucination | CodeCode Available | 0 | 5 |
| DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models | Feb 22, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration | Jun 26, 2025 | HallucinationText Generation | CodeCode Available | 0 | 5 |
| Mitigating Entity-Level Hallucination in Large Language Models | Jul 12, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 | 5 |
| ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection | Jul 18, 2024 | Cross-Lingual TransferHallucination | CodeCode Available | 0 | 5 |
| Brain MRI Image Super Resolution using Phase Stretch Transform and Transfer Learning | Jul 31, 2018 | HallucinationImage Super-Resolution | CodeCode Available | 0 | 5 |
| DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation | May 15, 2025 | graph constructionHallucination | CodeCode Available | 0 | 5 |
| A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection | Oct 10, 2023 | HallucinationSentence | CodeCode Available | 0 | 5 |
| Brain-like Flexible Visual Inference by Harnessing Feedback-Feedforward Alignment | Oct 31, 2023 | DenoisingHallucination | CodeCode Available | 0 | 5 |
| BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented Generation | Oct 2, 2024 | HallucinationRAG | CodeCode Available | 0 | 5 |
| "Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs | Sep 15, 2023 | HallucinationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information | Apr 15, 2024 | Abstractive Text SummarizationHallucination | CodeCode Available | 0 | 5 |
| MedTSS: transforming abstractive summarization of scientific articles with linguistic analysis and concept reinforcement | Jan 30, 2024 | Abstractive Text SummarizationArticles | CodeCode Available | 0 | 5 |
| Do Language Models Know When They're Hallucinating References? | May 29, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 | 5 |
| MedScore: Factuality Evaluation of Free-Form Medical Answers | May 24, 2025 | FormHallucination | CodeCode Available | 0 | 5 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | CodeCode Available | 0 | 5 |
| BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science | Jun 29, 2024 | AI AgentClaim Verification | CodeCode Available | 0 | 5 |
| Diving Deep into Modes of Fact Hallucinations in Dialogue Systems | Jan 11, 2023 | Hallucination | CodeCode Available | 0 | 5 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 | 5 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 | 5 |
| Mitigating Hallucination in Fictional Character Role-Play | Jun 25, 2024 | HallucinationWorld Knowledge | CodeCode Available | 0 | 5 |
| Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling | May 1, 2024 | HallucinationTopic Classification | CodeCode Available | 0 | 5 |
| Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models | Jul 23, 2024 | HallucinationMachine Translation | CodeCode Available | 0 | 5 |
