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Detecting Deception In Political Debates

Requirements

  • Python 3.6.7+
  • Install Python packages pip3 install --upgrade pip && pip3 install -r requirements.txt
  • Download OpenSmile (https://www.audeering.com/what-we-do/opensmile/)
  • Create config.json in root directory (see config.json.example) and set the correct OpenSmile path
  • Run python3 data_preprocessing.py
  • Download pretrained BERT uncased_L-12_H-768_A-12 model to estimators/models/bert/ (https://github.com/google-research/bert)
  • Start bert-as-service for BERT CLS token extraction in the background: cd estimators/models/bert/ && bert-serving-start -pooling_strategy CLS_TOKEN -max_seq_len NONE -model_dir ./uncased_L-12_H-768_A-12/

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