| VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation | Nov 18, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Enabling Explainable Recommendation in E-commerce with LLM-powered Product Knowledge Graph | Nov 17, 2024 | Explainable RecommendationHallucination | —Unverified | 0 |
| Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering | Nov 17, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection | Nov 17, 2024 | Anomaly DetectionHallucination | —Unverified | 0 |
| Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation | Nov 16, 2024 | Code GenerationData Visualization | —Unverified | 0 |
| ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models | Nov 16, 2024 | HallucinationVideo Generation | —Unverified | 0 |
| A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery | Nov 16, 2024 | Causal DiscoveryHallucination | —Unverified | 0 |
| Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs | Nov 15, 2024 | Hallucination | —Unverified | 0 |
| Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization | Nov 15, 2024 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity | Nov 15, 2024 | Contrastive LearningHallucination | —Unverified | 0 |