AI RESEARCH
Mitigating Object Hallucinations via Sentence-Level Early Intervention
arXiv CS.CV
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ArXi:2507.12455v3 Announce Type: replace Multimodal large language models (MLLMs) have revolutionized cross-modal understanding but continue to struggle with hallucinations - fabricated content contradicting visual inputs. Existing hallucination mitigation methods either incur prohibitive computational costs or