xunan0812 / MIMN

Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis - AAAI 2019

MIMN

Nan Xu, Wenji Mao, Guandan Chen. Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis. AAAI '19. [PDF]

Dataset

We have constructed a new dataset for aspect based multimodal sentiment analysis, namely Multi-ZOL. Download, extract code: gdmj

/jsonData includes all reviews.
/multi_jsonData only includes the multimodal reviews.
/img includes all supporting images

Code

/layers includes general neural network layers
/models includes all baseline methods we implement

Our implement is based on ABSA-PyTorch. Thanks them for their contribution!

Citation

@inproceedings{xu2019multi,
  title={Multi-interactive memory network for aspect based multimodal sentiment analysis},
  author={Xu, Nan and Mao, Wenji and Chen, Guandan},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={33},
  pages={371--378},
  year={2019},
  doi={https://doi.org/10.1609/aaai.v33i01.3301371},
  url={https://www.aaai.org/ojs/index.php/AAAI/article/view/3807/3685}
}

Copyright

The copyright of this dataset belongs to the authors, and the dataset is only used for research purposes. Display, reproduction, transmission, distribution or publication of this dataset is prohibited.