BNER-BERT / config.json
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{
"_name_or_path": "dmis-lab/biobert-base-cased-v1.2",
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "I-HEIGHT",
"1": "B-DURATION",
"2": "LABEL_2",
"3": "I-ALCOHOL",
"4": "B-OXYGEN_THERAPY",
"5": "B-HEART_DISEASE",
"6": "B-COMMUNICABLE_DISEASE",
"7": "I-LABOUR_DELIVERY",
"8": "I-DATE",
"9": "B-WEIGHT",
"10": "I-CLINICAL_DEPT",
"11": "I-BLOOD_PRESSURE",
"12": "I-DISEASE_SYNDROME",
"13": "I-SUBSTANCE",
"14": "B-DOSAGE",
"15": "I-O2_SATURATION",
"16": "B-TIME",
"17": "B-STRENGTH",
"18": "I-TREATMENT",
"19": "B-TEST",
"20": "B-VS_FINDING",
"21": "B-PSYCHOLOGICAL_CONDITION",
"22": "B-AGE",
"23": "I-EXTERNAL_BODY_PART_OR_REGION",
"24": "B-DATE",
"25": "B-GENDER",
"26": "B-DIABETES",
"27": "I-RELATIVEDATE",
"28": "I-DRUG_BRANDNAME",
"29": "B-VACCINE",
"30": "B-HYPERLIPIDEMIA",
"31": "B-HYPERTENSION",
"32": "I-MODIFIER",
"33": "I-ROUTE",
"34": "I-DURATION",
"35": "B-DEATH_ENTITY",
"36": "I-VACCINE",
"37": "I-SYMPTOM",
"38": "B-SMOKING",
"39": "I-DIABETES",
"40": "I-OXYGEN_THERAPY",
"41": "B-RESPIRATION",
"42": "B-LABOUR_DELIVERY",
"43": "B-INTERNAL_ORGAN",
"44": "B-MEDICAL_DEVICE",
"45": "B-MODIFIER",
"46": "I-DOSAGE",
"47": "I-PREGNANCY",
"48": "I-WEIGHT",
"49": "I-TEMPERATURE",
"50": "I-EMPLOYMENT",
"51": "I-KIDNEY_DISEASE",
"52": "B-OBESITY",
"53": "B-FORM",
"54": "B-DIRECTION",
"55": "B-EXTERNAL_BODY_PART",
"56": "B-SECTION_HEADER",
"57": "I-STRENGTH",
"58": "I-RELATIVE_TIME",
"59": "I-RACE_ETHNICITY",
"60": "B-TREATMENT",
"61": "B-TEST_RESULT",
"62": "LABEL_62",
"63": "B-SUBSTANCE",
"64": "I-FETUS_NEWBORN",
"65": "I-BMI",
"66": "B-RELATIVE_DATE",
"67": "I-RESPIRATION",
"68": "B-O2_SATURATION",
"69": "I-TEST",
"70": "I-PULSE",
"71": "B-ALCOHOL",
"72": "B-INJURY_OR_POISONING",
"73": "I-HEART_DISEASE",
"74": "I-ONCOLOGICAL",
"75": "I-DEATH_ENTITY",
"76": "B-DRUG_BRANDNAME",
"77": "B-FREQUENCY",
"78": "B-EKG_FINDINGS",
"79": "I-EKG_FINDINGS",
"80": "B-SYMPTOM",
"81": "I-INJURY_OR_POISONING",
"82": "I-PSYCHOLOGICAL_CONDITION",
"83": "B-ROUTE",
"84": "I-VS_FINDING",
"85": "I-PROCEDURE",
"86": "I-DIRECTION",
"87": "B-DRUG_INGREDIENT",
"88": "B-BMI",
"89": "B-IMAGING_TECHNIQUE",
"90": "B-IMAGINGFINDINGS",
"91": "B-PREGNANCY",
"92": "B-RACE_ETHNICITY",
"93": "B-BLOOD_PRESSURE",
"94": "B-CLINICAL_DEPT",
"95": "B-KIDNEY_DISEASE",
"96": "I-INTERNAL_ORGAN",
"97": "B-DISEASE_SYNDROME",
"98": "B-EMPLOYMENT",
"99": "I-DRUG_INGREDIENT",
"100": "O",
"101": "B-RELATIVE_TIME",
"102": "B-ADMISSION_DISCHARGE",
"103": "B-HEIGHT",
"104": "B-PROCEDURE",
"105": "B-BIRTH_ENTITY",
"106": "I-IMAGINGFINDINGS",
"107": "B-ONCOLOGICAL",
"108": "B-FETUS_NEWBORN",
"109": "I-TEST_RESULT",
"110": "I-HYPERTENSION",
"111": "B-TEMPERATURE",
"112": "I-AGE",
"113": "B-PULSE",
"114": "PAD"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"I-HEIGHT": 0,
"B-DURATION": 1,
"I-CLINICAL_DEPT": 10,
"O": 100,
"B-RELATIVE_TIME": 101,
"B-ADMISSION_DISCHARGE": 102,
"B-HEIGHT": 103,
"B-PROCEDURE": 104,
"B-BIRTH_ENTITY": 105,
"I-IMAGINGFINDINGS": 106,
"B-ONCOLOGICAL": 107,
"B-FETUS_NEWBORN": 108,
"I-TEST_RESULT": 109,
"I-BLOOD_PRESSURE": 11,
"I-HYPERTENSION": 110,
"B-TEMPERATURE": 111,
"I-AGE": 112,
"B-PULSE": 113,
"PAD": 114,
"I-DISEASE_SYNDROME": 12,
"I-SUBSTANCE": 13,
"B-DOSAGE": 14,
"I-O2_SATURATION": 15,
"B-TIME": 16,
"B-STRENGTH": 17,
"I-TREATMENT": 18,
"B-TEST": 19,
"I-FREQUENCY": 2,
"B-VS_FINDING": 20,
"B-PSYCHOLOGICAL_CONDITION": 21,
"B-AGE": 22,
"I-EXTERNAL_BODY_PART_OR_REGION": 23,
"B-DATE": 24,
"B-GENDER": 25,
"B-DIABETES": 26,
"I-RELATIVEDATE": 27,
"I-DRUG_BRANDNAME": 28,
"B-VACCINE": 29,
"I-ALCOHOL": 3,
"B-HYPERLIPIDEMIA": 30,
"B-HYPERTENSION": 31,
"I-MODIFIER": 32,
"I-ROUTE": 33,
"I-DURATION": 34,
"B-DEATH_ENTITY": 35,
"I-VACCINE": 36,
"I-SYMPTOM": 37,
"B-SMOKING": 38,
"I-DIABETES": 39,
"B-OXYGEN_THERAPY": 4,
"I-OXYGEN_THERAPY": 40,
"B-RESPIRATION": 41,
"B-LABOUR_DELIVERY": 42,
"B-INTERNAL_ORGAN": 43,
"B-MEDICAL_DEVICE": 44,
"B-MODIFIER": 45,
"I-DOSAGE": 46,
"I-PREGNANCY": 47,
"I-WEIGHT": 48,
"I-TEMPERATURE": 49,
"B-HEART_DISEASE": 5,
"I-EMPLOYMENT": 50,
"I-KIDNEY_DISEASE": 51,
"B-OBESITY": 52,
"B-FORM": 53,
"B-DIRECTION": 54,
"B-EXTERNAL_BODY_PART": 55,
"B-SECTION_HEADER": 56,
"I-STRENGTH": 57,
"I-RELATIVE_TIME": 58,
"I-RACE_ETHNICITY": 59,
"B-COMMUNICABLE_DISEASE": 6,
"B-TREATMENT": 60,
"B-TEST_RESULT": 61,
"I-MEDICAL_DEVICE": 62,
"B-SUBSTANCE": 63,
"I-FETUS_NEWBORN": 64,
"I-BMI": 65,
"B-RELATIVE_DATE": 66,
"I-RESPIRATION": 67,
"B-O2_SATURATION": 68,
"I-TEST": 69,
"I-LABOUR_DELIVERY": 7,
"I-PULSE": 70,
"B-ALCOHOL": 71,
"B-INJURY_OR_POISONING": 72,
"I-HEART_DISEASE": 73,
"I-ONCOLOGICAL": 74,
"I-DEATH_ENTITY": 75,
"B-DRUG_BRANDNAME": 76,
"B-FREQUENCY": 77,
"B-EKG_FINDINGS": 78,
"I-EKG_FINDINGS": 79,
"I-DATE": 8,
"B-SYMPTOM": 80,
"I-INJURY_OR_POISONING": 81,
"I-PSYCHOLOGICAL_CONDITION": 82,
"B-ROUTE": 83,
"I-VS_FINDING": 84,
"I-PROCEDURE": 85,
"I-DIRECTION": 86,
"B-DRUG_INGREDIENT": 87,
"B-BMI": 88,
"B-IMAGING_TECHNIQUE": 89,
"B-WEIGHT": 9,
"B-IMAGINGFINDINGS": 90,
"B-PREGNANCY": 91,
"B-RACE_ETHNICITY": 92,
"B-BLOOD_PRESSURE": 93,
"B-CLINICAL_DEPT": 94,
"B-KIDNEY_DISEASE": 95,
"I-INTERNAL_ORGAN": 96,
"B-DISEASE_SYNDROME": 97,
"B-EMPLOYMENT": 98,
"I-DRUG_INGREDIENT": 99
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"transformers_version": "4.8.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 28996
}