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FewJoint

The code of FewJoint.

Scripts

  • scripts
    • single_intent_1_bert.sh: run for single intent detection few-shot model
    • single_slot_1_bert.sh: run for single slot filling few-shot model
    • joint_slu_1_bert.sh: run for joint-slu few-shot model
    • few_joint_slu_1_bert.sh: run for the our main method
    • finetune_joint_slu_1_bert.sh: run for joint-slu few-shot model with fine-tuning first

Tips: You need change these parameters in scripts:

  • pretrained_model_path
  • pretrained_vocab_path
  • base_data_dir
  • data_dir

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  • Python 86.3%
  • Shell 10.9%
  • Perl 2.8%