| Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models | Dec 9, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 | 5 |
| MCiteBench: A Multimodal Benchmark for Generating Text with Citations | Mar 4, 2025 | HallucinationText Generation | CodeCode Available | 0 | 5 |
| Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem | Mar 6, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback | Oct 17, 2024 | Fact VerificationHallucination | CodeCode Available | 0 | 5 |
| MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models | Oct 19, 2023 | HallucinationMathematical Reasoning | CodeCode Available | 0 | 5 |
| MAVEN-Fact: A Large-scale Event Factuality Detection Dataset | Jul 22, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| DefAn: Definitive Answer Dataset for LLMs Hallucination Evaluation | Jun 13, 2024 | BenchmarkingHallucination | CodeCode Available | 0 | 5 |
| Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology | Apr 24, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression | Mar 6, 2025 | BenchmarkingCommon Sense Reasoning | CodeCode Available | 0 | 5 |
| Low to High Dimensional Modality Hallucination using Aggregated Fields of View | Jul 13, 2020 | HallucinationVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models | Dec 3, 2023 | HallucinationVisual Grounding | 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 |
| MedScore: Factuality Evaluation of Free-Form Medical Answers | May 24, 2025 | FormHallucination | CodeCode Available | 0 | 5 |
| Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs | Mar 17, 2024 | HallucinationKnowledge Graphs | CodeCode Available | 0 | 5 |
| LLMs and Memorization: On Quality and Specificity of Copyright Compliance | May 28, 2024 | HallucinationMemorization | CodeCode Available | 0 | 5 |
| LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models | Oct 13, 2024 | HallucinationHallucination Evaluation | CodeCode Available | 0 | 5 |
| Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination | Jun 28, 2018 | Face HallucinationHallucination | CodeCode Available | 0 | 5 |
| EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models | May 16, 2025 | Hallucination | CodeCode Available | 0 | 5 |
| LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation | Sep 30, 2024 | Code GenerationHallucination | CodeCode Available | 0 | 5 |
| DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises | Nov 12, 2024 | Hallucination | CodeCode Available | 0 | 5 |
| LLM Inference Enhanced by External Knowledge: A Survey | May 30, 2025 | HallucinationKnowledge Graphs | CodeCode Available | 0 | 5 |
| LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries | May 19, 2025 | HallucinationRetrieval | CodeCode Available | 0 | 5 |
| LLM Internal States Reveal Hallucination Risk Faced With a Query | Jul 3, 2024 | HallucinationResponse Generation | CodeCode Available | 0 | 5 |
| Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? | Nov 16, 2023 | HallucinationSentence | CodeCode Available | 0 | 5 |
