| A Survey of Hallucination in Large Foundation Models | Sep 12, 2023 | HallucinationSurvey | CodeCode Available | 1 |
| Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis | Sep 11, 2023 | HallucinationInstruction Following | —Unverified | 0 |
| DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping | Sep 11, 2023 | HallucinationInstruction Following | CodeCode Available | 0 |
| Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese | Sep 8, 2023 | Domain AdaptationHallucination | CodeCode Available | 4 |
| Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs | Sep 6, 2023 | HallucinationKnowledge Graphs | —Unverified | 0 |
| Zero-Resource Hallucination Prevention for Large Language Models | Sep 6, 2023 | Hallucination | CodeCode Available | 0 |
| Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation | Sep 6, 2023 | Audio captioningData Augmentation | —Unverified | 0 |
| CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning | Sep 5, 2023 | Hallucination | —Unverified | 0 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models | Sep 3, 2023 | HallucinationWorld Knowledge | CodeCode Available | 3 |
| Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition | Sep 3, 2023 | HallucinationSentence | —Unverified | 0 |
| Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection | Aug 29, 2023 | Hallucination | —Unverified | 0 |
| Evaluation and Analysis of Hallucination in Large Vision-Language Models | Aug 29, 2023 | HallucinationHallucination Evaluation | CodeCode Available | 1 |
| Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering | Aug 29, 2023 | HallucinationPrompt Engineering | CodeCode Available | 0 |
| VIGC: Visual Instruction Generation and Correction | Aug 24, 2023 | HallucinationImage Captioning | CodeCode Available | 1 |
| Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models | Aug 23, 2023 | Hallucination | —Unverified | 0 |
| PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine | Aug 23, 2023 | Ensemble LearningHallucination | CodeCode Available | 1 |
| LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction | Aug 22, 2023 | HallucinationMotion Compensation | CodeCode Available | 1 |
| Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI | Aug 21, 2023 | AnatomyHallucination | —Unverified | 0 |
| Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP Concepts | Aug 21, 2023 | ArticlesHallucination | CodeCode Available | 0 |
| FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt | Aug 20, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| PUMGPT: A Large Vision-Language Model for Product Understanding | Aug 18, 2023 | AttributeAttribute Extraction | —Unverified | 0 |
| MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models | Aug 17, 2023 | Decision MakingHallucination | CodeCode Available | 2 |
| Generating Faithful Text From a Knowledge Graph with Noisy Reference Text | Aug 12, 2023 | Contrastive LearningDecoder | —Unverified | 0 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 |
