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Bert_GradCAM

  • Bert를 이용한 준지도학습 모델에 GradCAM을 추가한 실험입니다.

How to use


python main.py --max_len 512 --epochs 1 --batch 16 --label_batch 200 --masked True --xai True --test_num 10000 --class_num 100 --gpu_set choose[1,2,3,4]

Model Framework

image

  • 아래 Text Self training with XAI 실험에서 Bert+CNN 과 GradCAM을 활용한 코드 입니다.

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  • Jupyter Notebook 91.5%
  • Python 8.5%