kpfbert-ner / config.json
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Fix Korean ID context dependence and publish new independent evaluation
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{
"add_cross_attention": false,
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"classifier_dropout": null,
"dtype": "float32",
"eos_token_id": null,
"finetuning_task": "token-classification",
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-ACCOUNT_NUMBER",
"2": "I-ACCOUNT_NUMBER",
"3": "B-ADDRESS",
"4": "I-ADDRESS",
"5": "B-AGE",
"6": "I-AGE",
"7": "B-ALIEN_NUMBER",
"8": "I-ALIEN_NUMBER",
"9": "B-BIRTHDATE",
"10": "I-BIRTHDATE",
"11": "B-BLOOD_TYPE",
"12": "I-BLOOD_TYPE",
"13": "B-CARD_NUMBER",
"14": "I-CARD_NUMBER",
"15": "B-CITY",
"16": "I-CITY",
"17": "B-DEPARTMENT",
"18": "I-DEPARTMENT",
"19": "B-DRIVER_LICENSE",
"20": "I-DRIVER_LICENSE",
"21": "B-EMAIL",
"22": "I-EMAIL",
"23": "B-EMPLOYEE_ID",
"24": "I-EMPLOYEE_ID",
"25": "B-GENDER",
"26": "I-GENDER",
"27": "B-HEIGHT",
"28": "I-HEIGHT",
"29": "B-IP_ADDRESS",
"30": "I-IP_ADDRESS",
"31": "B-MAJOR",
"32": "I-MAJOR",
"33": "B-MEMBER_ID",
"34": "I-MEMBER_ID",
"35": "B-NAME",
"36": "I-NAME",
"37": "B-NATIONALITY",
"38": "I-NATIONALITY",
"39": "B-NICKNAME",
"40": "I-NICKNAME",
"41": "B-PARTICIPANT_ID",
"42": "I-PARTICIPANT_ID",
"43": "B-PASSPORTNUM",
"44": "I-PASSPORTNUM",
"45": "B-PHONE",
"46": "I-PHONE",
"47": "B-POSITION",
"48": "I-POSITION",
"49": "B-RELIGION",
"50": "I-RELIGION",
"51": "B-RRN",
"52": "I-RRN",
"53": "B-SCHOOL",
"54": "I-SCHOOL",
"55": "B-URL",
"56": "I-URL",
"57": "B-USER_ID",
"58": "I-USER_ID",
"59": "B-VEHICLE_NUMBER",
"60": "I-VEHICLE_NUMBER",
"61": "B-WEIGHT",
"62": "I-WEIGHT",
"63": "B-WORKPLACE",
"64": "I-WORKPLACE",
"65": "B-ZIPCODE",
"66": "I-ZIPCODE"
},
"initializer_range": 0.02,
"intermediate_hidden_size": 768,
"intermediate_size": 3072,
"is_decoder": false,
"label2id": {
"B-ACCOUNT_NUMBER": 1,
"B-ADDRESS": 3,
"B-AGE": 5,
"B-ALIEN_NUMBER": 7,
"B-BIRTHDATE": 9,
"B-BLOOD_TYPE": 11,
"B-CARD_NUMBER": 13,
"B-CITY": 15,
"B-DEPARTMENT": 17,
"B-DRIVER_LICENSE": 19,
"B-EMAIL": 21,
"B-EMPLOYEE_ID": 23,
"B-GENDER": 25,
"B-HEIGHT": 27,
"B-IP_ADDRESS": 29,
"B-MAJOR": 31,
"B-MEMBER_ID": 33,
"B-NAME": 35,
"B-NATIONALITY": 37,
"B-NICKNAME": 39,
"B-PARTICIPANT_ID": 41,
"B-PASSPORTNUM": 43,
"B-PHONE": 45,
"B-POSITION": 47,
"B-RELIGION": 49,
"B-RRN": 51,
"B-SCHOOL": 53,
"B-URL": 55,
"B-USER_ID": 57,
"B-VEHICLE_NUMBER": 59,
"B-WEIGHT": 61,
"B-WORKPLACE": 63,
"B-ZIPCODE": 65,
"I-ACCOUNT_NUMBER": 2,
"I-ADDRESS": 4,
"I-AGE": 6,
"I-ALIEN_NUMBER": 8,
"I-BIRTHDATE": 10,
"I-BLOOD_TYPE": 12,
"I-CARD_NUMBER": 14,
"I-CITY": 16,
"I-DEPARTMENT": 18,
"I-DRIVER_LICENSE": 20,
"I-EMAIL": 22,
"I-EMPLOYEE_ID": 24,
"I-GENDER": 26,
"I-HEIGHT": 28,
"I-IP_ADDRESS": 30,
"I-MAJOR": 32,
"I-MEMBER_ID": 34,
"I-NAME": 36,
"I-NATIONALITY": 38,
"I-NICKNAME": 40,
"I-PARTICIPANT_ID": 42,
"I-PASSPORTNUM": 44,
"I-PHONE": 46,
"I-POSITION": 48,
"I-RELIGION": 50,
"I-RRN": 52,
"I-SCHOOL": 54,
"I-URL": 56,
"I-USER_ID": 58,
"I-VEHICLE_NUMBER": 60,
"I-WEIGHT": 62,
"I-WORKPLACE": 64,
"I-ZIPCODE": 66,
"O": 0
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"max_seq_len": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"tie_word_embeddings": true,
"training_max_length": 512,
"transformers_version": "5.14.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 36440
}