| Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs | Feb 20, 2025 | HallucinationTopic Models | —Unverified | 0 |
| MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models | Feb 20, 2025 | Decision MakingHallucination | —Unverified | 0 |
| SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language Models | Feb 19, 2025 | counterfactualHallucination | CodeCode Available | 0 |
| OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment | Feb 19, 2025 | HallucinationInstruction Following | —Unverified | 0 |
| Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning | Feb 19, 2025 | Hallucination | —Unverified | 0 |
| What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation | Feb 19, 2025 | Dataset GenerationGSM8K | CodeCode Available | 0 |
| REFIND: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models | Feb 19, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models | Feb 18, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base | Feb 18, 2025 | AttributeHallucination | —Unverified | 0 |
