| A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection | Dec 16, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 | 5 |
| Modality Distillation with Multiple Stream Networks for Action Recognition | Jun 19, 2018 | Action ClassificationAction Detection | CodeCode Available | 0 | 5 |
| Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation | Jun 8, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models | May 17, 2025 | Hallucination | CodeCode Available | 0 | 5 |
| MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration | May 29, 2025 | HallucinationMultimodal Reasoning | 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 |
| Anticipation-Free Training for Simultaneous Machine Translation | Jan 30, 2022 | HallucinationMachine Translation | CodeCode Available | 0 | 5 |
| Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information | Apr 15, 2024 | Abstractive Text SummarizationHallucination | CodeCode Available | 0 | 5 |
| Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models | Feb 28, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| An Inflectional Database for Gitksan | Jun 1, 2022 | Data AugmentationHallucination | CodeCode Available | 0 | 5 |
| Mitigating Hallucination in Fictional Character Role-Play | Jun 25, 2024 | HallucinationWorld Knowledge | 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 |
| Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions | Nov 13, 2024 | DescriptiveHallucination | CodeCode Available | 0 | 5 |
| Mitigating Entity-Level Hallucination in Large Language Models | Jul 12, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 | 5 |
| An Investigation of Evaluation Metrics for Automated Medical Note Generation | May 27, 2023 | Graph EmbeddingHallucination | CodeCode Available | 0 | 5 |
| MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA | Dec 19, 2023 | Document ClassificationHallucination | 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 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | 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 |
