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DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls

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DialogueGAT

Data

Refer to preprocess.ipynb to construct the experiment dataset.

Run the experiment

  • Dependencies: PyTorch, DGL
  • Running all experiments:
    sh run.sh
    
  • Runing a single task:
    python -W ignore -u train.py --use_gpu --v_past --year ${year} --target ${target}
    

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DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls

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