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{
"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,
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"epochs": 10,
"patience": 10,
"lr": 1e-05,
"max_grad_norm": 1,
"sampling_method": "everything",
"use_half_precision": 0
}
}