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Hallucination

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Showing 401–425 of 1816 papers

TitleStatusHype
Assessing the use of Diffusion models for motion artifact correction in brain MRI—0
MINT: Mitigating Hallucinations in Large Vision-Language Models via Token Reduction—0
Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities—0
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs—0
Differentially Private Steering for Large Language Model AlignmentCode0
Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers—0
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization—0
Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems—0
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMsCode2
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink—0
Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities—0
Measuring and Mitigating Hallucinations in Vision-Language Dataset Generation for Remote Sensing—0
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs—0
Hallucinations Can Improve Large Language Models in Drug Discovery—0
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF—0
OnionEval: An Unified Evaluation of Fact-conflicting Hallucination for Small-Large Language ModelsCode0
PAINT: Paying Attention to INformed Tokens to Mitigate Hallucination in Large Vision-Language ModelCode1
Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering—0
Hallucination Mitigation using Agentic AI Natural Language-Based FrameworksCode0
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature—0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs—0
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models—0
Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the KeyCode2
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