ReCo, a lightweight DPO-trained linear head that re-injects pooled image embeddings at every step, reduces hallucination on five benchmarks across three VLMs and combines with existing mitigation methods.
AudioChatLlama: To- wards general-purpose speech abilities for LLMs
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ReCo: Reminder Composition Mitigates Hallucinations in Vision-Language Models
ReCo, a lightweight DPO-trained linear head that re-injects pooled image embeddings at every step, reduces hallucination on five benchmarks across three VLMs and combines with existing mitigation methods.