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Hallucination

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Showing 101–125 of 1816 papers

TitleStatusHype
Medical Hallucinations in Foundation Models and Their Impact on HealthcareCode2
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text GenerationCode2
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive DecodingCode2
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local AttentionCode2
Knowledge Graph-Guided Retrieval Augmented GenerationCode2
MLLM can see? Dynamic Correction Decoding for Hallucination MitigationCode2
Less is More: Mitigating Multimodal Hallucination from an EOS Decision PerspectiveCode2
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph RefinementCode2
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference AlignmentCode2
DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual UnderstandingCode2
Enabling Large Language Models to Generate Text with CitationsCode2
One-for-More: Continual Diffusion Model for Anomaly DetectionCode2
MLAgentBench: Evaluating Language Agents on Machine Learning ExperimentationCode2
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsCode2
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual CheckingCode2
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language ModelsCode2
Aligning Modalities in Vision Large Language Models via Preference Fine-tuningCode2
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction TuningCode2
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine TranslationCode2
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image DescriptionsCode2
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast DecodingCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategiesCode2
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language ModelsCode2
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