Transformer-Explainability/BERT_params/evidence_inference_soft.json

{
    "embeddings": {
        "embedding_file": "model_components/PubMed-w2v.bin",
        "dropout": 0.2
    },
    "classifier": {
        "classes": [ "significantly decreased", "no significant difference", "significantly increased" ],
        "use_token_selection": 1,
        "has_query": 1,
        "hidden_size": 32,
        "mlp_size": 128,
        "dropout": 0.2,
        "batch_size": 16,
        "epochs": 50,
        "attention_epochs": 0,
        "patience": 10,
        "lr": 1e-3,
        "dropout": 0.2,
        "k_fraction": 0.013,
        "threshold": 0.1
    }
}