korean-pii-dataset / dataset_stats.json
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Add Korean ID counterfactual contexts without increasing corpus size
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{
"source": "corpus_all.jsonl",
"synthetic": true,
"total_rows": 11732,
"rows_by_split": {
"train": 9227,
"validation": 1510,
"test": 995
},
"privacy_masks": 55627,
"pii_types": 33,
"bio_labels": 67,
"pii_label_inventory": [
"ACCOUNT_NUMBER",
"ADDRESS",
"AGE",
"ALIEN_NUMBER",
"BIRTHDATE",
"BLOOD_TYPE",
"CARD_NUMBER",
"CITY",
"DEPARTMENT",
"DRIVER_LICENSE",
"EMAIL",
"EMPLOYEE_ID",
"GENDER",
"HEIGHT",
"IP_ADDRESS",
"MAJOR",
"MEMBER_ID",
"NAME",
"NATIONALITY",
"NICKNAME",
"PARTICIPANT_ID",
"PASSPORTNUM",
"PHONE",
"POSITION",
"RELIGION",
"RRN",
"SCHOOL",
"URL",
"USER_ID",
"VEHICLE_NUMBER",
"WEIGHT",
"WORKPLACE",
"ZIPCODE"
],
"privacy_masks_by_label": {
"ACCOUNT_NUMBER": 989,
"ADDRESS": 1229,
"AGE": 1072,
"ALIEN_NUMBER": 996,
"BIRTHDATE": 1075,
"BLOOD_TYPE": 973,
"CARD_NUMBER": 1087,
"CITY": 1576,
"DEPARTMENT": 1868,
"DRIVER_LICENSE": 1006,
"EMAIL": 3550,
"EMPLOYEE_ID": 1073,
"GENDER": 1079,
"HEIGHT": 960,
"IP_ADDRESS": 970,
"MAJOR": 1868,
"MEMBER_ID": 1082,
"NAME": 11320,
"NATIONALITY": 968,
"NICKNAME": 1891,
"PARTICIPANT_ID": 938,
"PASSPORTNUM": 1157,
"PHONE": 3184,
"POSITION": 1868,
"RELIGION": 973,
"RRN": 1096,
"SCHOOL": 1868,
"URL": 1880,
"USER_ID": 974,
"VEHICLE_NUMBER": 981,
"WEIGHT": 960,
"WORKPLACE": 1880,
"ZIPCODE": 1236
},
"privacy_masks_by_split_and_label": {
"train": {
"ACCOUNT_NUMBER": 920,
"ADDRESS": 1125,
"AGE": 985,
"ALIEN_NUMBER": 955,
"BIRTHDATE": 578,
"BLOOD_TYPE": 518,
"CARD_NUMBER": 1067,
"CITY": 522,
"DEPARTMENT": 914,
"DRIVER_LICENSE": 965,
"EMAIL": 3314,
"EMPLOYEE_ID": 1030,
"GENDER": 992,
"HEIGHT": 505,
"IP_ADDRESS": 905,
"MAJOR": 1804,
"MEMBER_ID": 1003,
"NAME": 9672,
"NATIONALITY": 904,
"NICKNAME": 1823,
"PARTICIPANT_ID": 910,
"PASSPORTNUM": 1089,
"PHONE": 2173,
"POSITION": 924,
"RELIGION": 518,
"RRN": 1049,
"SCHOOL": 1804,
"URL": 1812,
"USER_ID": 910,
"VEHICLE_NUMBER": 916,
"WEIGHT": 505,
"WORKPLACE": 936,
"ZIPCODE": 1135
},
"validation": {
"ACCOUNT_NUMBER": 68,
"ADDRESS": 21,
"AGE": 34,
"ALIEN_NUMBER": 20,
"BIRTHDATE": 260,
"BLOOD_TYPE": 218,
"CARD_NUMBER": 19,
"CITY": 874,
"DEPARTMENT": 804,
"DRIVER_LICENSE": 20,
"EMAIL": 99,
"EMPLOYEE_ID": 42,
"GENDER": 34,
"HEIGHT": 218,
"IP_ADDRESS": 35,
"MAJOR": 24,
"MEMBER_ID": 26,
"NAME": 1117,
"NATIONALITY": 34,
"NICKNAME": 28,
"PARTICIPANT_ID": 8,
"PASSPORTNUM": 20,
"PHONE": 801,
"POSITION": 804,
"RELIGION": 218,
"RRN": 47,
"SCHOOL": 24,
"URL": 28,
"USER_ID": 34,
"VEHICLE_NUMBER": 35,
"WEIGHT": 218,
"WORKPLACE": 804,
"ZIPCODE": 18
},
"test": {
"ACCOUNT_NUMBER": 1,
"ADDRESS": 83,
"AGE": 53,
"ALIEN_NUMBER": 21,
"BIRTHDATE": 237,
"BLOOD_TYPE": 237,
"CARD_NUMBER": 1,
"CITY": 180,
"DEPARTMENT": 150,
"DRIVER_LICENSE": 21,
"EMAIL": 137,
"EMPLOYEE_ID": 1,
"GENDER": 53,
"HEIGHT": 237,
"IP_ADDRESS": 30,
"MAJOR": 40,
"MEMBER_ID": 53,
"NAME": 531,
"NATIONALITY": 30,
"NICKNAME": 40,
"PARTICIPANT_ID": 20,
"PASSPORTNUM": 48,
"PHONE": 210,
"POSITION": 140,
"RELIGION": 237,
"RRN": 0,
"SCHOOL": 40,
"URL": 40,
"USER_ID": 30,
"VEHICLE_NUMBER": 30,
"WEIGHT": 237,
"WORKPLACE": 140,
"ZIPCODE": 83
}
},
"bio": {
"rows_by_split": {
"train": 9227,
"validation": 1510,
"test": 995
},
"total_tokens": 1206240,
"max_tokens": 511,
"supervised_tokens": 1182776,
"begin_label_tokens": 55627
}
}