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pliang279 authored Dec 21, 2018
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Expand Up @@ -4,9 +4,9 @@ Code for Memory Fusion Network (MFN), AAAI 2018
This repository includes data, code and pretrained models for the AAAI 2018 paper, "Memory Fusion Network for Multi-view Sequential Learning"

Requirements:
Python 2.7 \n
PyTorch 0.4.0 \n
numpy 1.13.3 \n
Python 2.7 </br>
PyTorch 0.4.0 </br>
numpy 1.13.3 </br>
sklearn 0.20.0

Data: we have included preprocessed data from the CMU-MOSI dataset for multimodal sentiment analysis. These are found in data/X_train.h5, data/y_train.h5 etc. To be consistent with previously reported results on the CMU-MOSI dataset, we used the exact same dataset as used in the baselines. We are in the process of integrate the model with the latest version of the CMU-MOSI and CMU-MOSEI datasets which can be found at https://github.com/A2Zadeh/CMU-MultimodalSDK/
Expand All @@ -21,9 +21,9 @@ Next steps: we are in the process of integrating the model with the latest versi

If you use this code, please cite our paper:

@article{zadeh2018memory, \n
title={Memory Fusion Network for Multi-view Sequential Learning}, \n
author={Zadeh, Amir and Liang, Paul Pu and Mazumder, Navonil and Poria, Soujanya and Cambria, Erik and Morency, Louis-Philippe}, \n
journal={Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence}, \n
year={2018} \n
@article{zadeh2018memory, </br>
title={Memory Fusion Network for Multi-view Sequential Learning}, </br>
author={Zadeh, Amir and Liang, Paul Pu and Mazumder, Navonil and Poria, Soujanya and Cambria, Erik and Morency, Louis-Philippe}, </br>
journal={Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence}, </br>
year={2018} </br>
}

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