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showlab / Awesome-MLLM-Hallucination

📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).
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Contribute our work on mitigating hallucination of MLLM #7

Closed Ethanscuter closed 5 months ago

Ethanscuter commented 5 months ago

Hi @JosephPai,

Thanks for your awesome repository, which serves as a great resource in this community.

Could you please consider adding our recent paper on ACL 2024 about multimodal hallucination?

ICD: Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024 Mar. 23, 2024

In this work, we analyze that both positive and negative prompts can amplify hallucinations and propose a training-free method called instruction contrastive decoding, which works on the fusion module.

Thank you!

JosephPai commented 5 months ago

Hi @Ethanscuter , your ICD paper is already in the paper list. Very interesting work! Congrats for your paper acceptance! I will update the conference information.