Rationale-augmented instruction tuning plus self-critic DPO reduces visual hallucination and improves multimodal reasoning in LVLMs across several benchmarks.
Detecting and preventing hallucinations in large vi- sion language models
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Critique Before Thinking: Mitigating Hallucination through Rationale-Augmented Instruction Tuning
Rationale-augmented instruction tuning plus self-critic DPO reduces visual hallucination and improves multimodal reasoning in LVLMs across several benchmarks.