EZ4NO1 / TATE

Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022

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TATE

tensorflow implementation for TATE

Requirements

tensorflow-gpu==1.14.0
torch == 1.2.0
transformers==2.10.0
numpy==1.15.4
sklearn
python 3.6.13

Usage

  • download processed features from here , code: 2qiu

  • or process file by OpenSimle2.0, Bert, and Librosa. Refer to utils folder.

  • generate train.pkl and test.pkl

python Dataset.py
  • train (can modify settings in Settings.py)
python train.py  
  • As for the IEMOCAP dataset, replacing the Datset.py, network.py and train.py in the iemocap folder.

  • test

python train.py --train=False

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Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022


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