Transformer-Explainability/BERT_params/evidence_inference_bert.json

{
    "max_length": 512,
    "bert_vocab": "allenai/scibert_scivocab_uncased",
    "bert_dir": "allenai/scibert_scivocab_uncased",
    "use_evidence_sentence_identifier": 1,
    "use_evidence_token_identifier": 0,
    "evidence_identifier": {
        "batch_size": 10,
        "epochs": 10,
        "patience": 10,
        "warmup_steps": 10,
        "lr": 1e-05,
        "max_grad_norm": 1,
        "sampling_method": "random",
        "use_half_precision": 0,
        "sampling_ratio": 1
    },
    "evidence_classifier": {
        "classes": [
            "significantly decreased",
            "no significant difference",
            "significantly increased"
        ],
        "batch_size": 10,
        "warmup_steps": 10,
        "epochs": 10,
        "patience": 10,
        "lr": 1e-05,
        "max_grad_norm": 1,
        "sampling_method": "everything",
        "use_half_precision": 0
    }
}