The-Martyr / Awesome-Modality-Priors-in-MLLMs Star 19 Code Issues Pull requests Latest Advances on Modality Priors in Multimodal Large Language Models hallucination language-prior large-language-models llm large-vision-language-models multimodal-large-language-models modality-priors vision-prior Updated May 6, 2025
guoyang9 / vqa-prior Star 6 Code Issues Pull requests Implementation for our SIGIR 2019 paper --- Quantifying and Alleviating the Language Prior Problem in Visual Question Answering. pytorch vqa sigir visual-question-answering language-prior Updated Feb 14, 2020 Python
guoyang9 / AdaVQA Star 6 Code Issues Pull requests Implementation for our IJCAI-21 paper --- AdaVQA: Overcoming Language Priors with Adapted Margin Loss. language-prior vqacpv2 Updated Sep 28, 2022 Python
andy9705 / SumGD Star 6 Code Issues Pull requests [NAACL 2025 Findings] Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding multimodal hallucination language-prior large-vision-language-models multimodal-llm Updated Mar 19, 2025 Python