examples/AutoClsSST_SST-2/Transformer-Hybrid-Augmentation-Sentiment/res/config.json

{
  "max_seq_len": 50,
  "epochs": 3,
  "batch_size": 32,
  "learning_rate": 2e-05,
  "patience": 1,
  "max_grad_norm": 10.0,
  "warmup_ratio": 0.1,
  "model_path": "/fs-computility/MA4Tool/shared/MA4Tool/hug_ckpts/BERT_ckpt",
  "num_labels": 2,
  "if_save_model": true,
  "out_dir": "run_1",
  "use_hybrid_augmentation": true,
  "sigma": 0.1,
  "alpha": 0.5,
  "gamma": 0.1,
  "evaluate_adversarial": true,
  "adversarial_types": [
    "sarcasm",
    "negation",
    "polysemy"
  ]
}