| { | |
| "_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 | |
| } | |