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shaina
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BNER-BERT

Token Classification
Transformers
PyTorch
TensorFlow
bert
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config.json ADDED
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+ {
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+ "_name_or_path": "dmis-lab/biobert-base-cased-v1.2",
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+ "architectures": [
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+ "BertForTokenClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "1": "B-DURATION",
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+ "2": "LABEL_2",
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+ "3": "I-ALCOHOL",
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+ "4": "B-OXYGEN_THERAPY",
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+ "5": "B-HEART_DISEASE",
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+ "6": "B-COMMUNICABLE_DISEASE",
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+ "7": "I-LABOUR_DELIVERY",
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+ "8": "I-DATE",
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+ "9": "B-WEIGHT",
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+ "10": "I-CLINICAL_DEPT",
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+ "11": "I-BLOOD_PRESSURE",
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+ "12": "I-DISEASE_SYNDROME",
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+ "13": "I-SUBSTANCE",
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+ "14": "B-DOSAGE",
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+ "15": "I-O2_SATURATION",
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+ "16": "B-TIME",
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+ "17": "B-STRENGTH",
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+ "18": "I-TREATMENT",
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+ "19": "B-TEST",
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+ "20": "B-VS_FINDING",
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+ "22": "B-AGE",
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+ "23": "I-EXTERNAL_BODY_PART_OR_REGION",
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+ "38": "B-SMOKING",
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+ "39": "I-DIABETES",
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+ "40": "I-OXYGEN_THERAPY",
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+ "43": "B-INTERNAL_ORGAN",
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+ "49": "I-TEMPERATURE",
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+ "50": "I-EMPLOYMENT",
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+ "54": "B-DIRECTION",
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+ "58": "I-RELATIVE_TIME",
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+ "59": "I-RACE_ETHNICITY",
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+ "60": "B-TREATMENT",
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+ "61": "B-TEST_RESULT",
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+ "62": "LABEL_62",
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+ "63": "B-SUBSTANCE",
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+ "64": "I-FETUS_NEWBORN",
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+ "65": "I-BMI",
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+ "66": "B-RELATIVE_DATE",
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+ "68": "B-O2_SATURATION",
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+ "69": "I-TEST",
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+ "70": "I-PULSE",
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+ "71": "B-ALCOHOL",
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+ "72": "B-INJURY_OR_POISONING",
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+ "73": "I-HEART_DISEASE",
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+ "74": "I-ONCOLOGICAL",
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+ "75": "I-DEATH_ENTITY",
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+ "77": "B-FREQUENCY",
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+ "78": "B-EKG_FINDINGS",
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+ "79": "I-EKG_FINDINGS",
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+ "80": "B-SYMPTOM",
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+ "81": "I-INJURY_OR_POISONING",
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+ "82": "I-PSYCHOLOGICAL_CONDITION",
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+ "83": "B-ROUTE",
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+ "84": "I-VS_FINDING",
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+ "93": "B-BLOOD_PRESSURE",
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+ "94": "B-CLINICAL_DEPT",
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+ "95": "B-KIDNEY_DISEASE",
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+ "97": "B-DISEASE_SYNDROME",
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+ "99": "I-DRUG_INGREDIENT",
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+ "100": "O",
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+ "101": "B-RELATIVE_TIME",
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+ "102": "B-ADMISSION_DISCHARGE",
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+ "103": "B-HEIGHT",
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+ "104": "B-PROCEDURE",
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+ "105": "B-BIRTH_ENTITY",
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+ "106": "I-IMAGINGFINDINGS",
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+ "107": "B-ONCOLOGICAL",
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+ "108": "B-FETUS_NEWBORN",
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+ "109": "I-TEST_RESULT",
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+ "110": "I-HYPERTENSION",
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+ "111": "B-TEMPERATURE",
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+ "112": "I-AGE",
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+ "113": "B-PULSE",
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+ "114": "PAD"
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+ },
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+ "intermediate_size": 3072,
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+ "B-VACCINE": 29,
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+ "I-DRUG_INGREDIENT": 99
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "transformers_version": "4.8.1",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 28996
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+ }