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Codes for "MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis".

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gw-zhong/MulDeF

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Python 3.8

Codes for MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis (Accepted by IEEE Transactions on Multimedia).

Usage

Clone the repository

git clone https://github.com/gw-zhong/MulDeF.git

Download the datasets

Run the code

python train.py

Citation

Please cite our paper if you find that useful for your research:

@article{huan2024muldef,
  title={MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis},
  author={Huan, Ruohong and Zhong, Guowei and Chen, Peng and Liang, Ronghua},
  journal={IEEE Transactions on Multimedia},
  year={2024},
  publisher={IEEE}
}

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If you have any question, feel free to contact me through [email protected].

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Codes for "MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis".

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