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README.md

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# PS-Mixer
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[PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis](https://doi.org/10.1016/j.ipm.2022.103229)
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![image-20220613102731468](https://jhfaoisehoiew.oss-cn-beijing.aliyuncs.com/img/image-20220613102731468.png)
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We propose a Polar-Vector and Strength-Vector mixer model called PS-Mixer, which is based on MLP-Mixer, to achieve better communication between different modal data for multimodal sentiment analysis.
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<img src="https://jhfaoisehoiew.oss-cn-beijing.aliyuncs.com/img/image-20220615124651014.png" alt="image-20220615124651014" style="zoom: 50%;" />
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## Acknowledgements
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We begin our work on the basis of [MISA](https://github.com/declare-lab/MISA) initially, so the whole code architecture is similar to it, including the data process, data loader and evaluation metrics. Thanks to their open source spirit for saving us a lot of time.
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```
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@article{hazarika2020misa,
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title={MISA: Modality-Invariant and-Specific Representations for Multimodal Sentiment Analysis},
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author={Hazarika, Devamanyu and Zimmermann, Roger and Poria, Soujanya},
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journal={arXiv preprint arXiv:2005.03545},
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year={2020}
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}
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```
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## Acknowledgements
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The repository is updating...
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We begin our work on the basis of [MISA](https://github.com/declare-lab/MISA) initially, so the whole code architecture is similar to it, including the data process, data loader and evaluation metrics. Thanks to their open source spirit for saving us a lot of time.
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## Contact
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acquire_file.py

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"""
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-*- coding: utf-8 -*-
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@Time : 2022/10/18 14:32
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@Author : 夕照深雨
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@File : acquire_file.py
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@Software: PyCharm
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Attention:
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"""

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