安裝套件
pip install -U git+https://github.com/NLU-Law-Tech/VerdictFormat把正式格式轉成測試格式
from VerdictFormat import Formal_to_Test
Formal_to_Test(Formal_format_path,output_path)把測試格式轉成正式格式
from VerdictFormat import Test_to_Formal
Test_to_Formal(Test_format_path,output_path)把標記好的格式轉成測試格式
from VerdictFormat import Labeled_to_Test
Labeled_to_Test(Labeled_data)正規化多個法條
from VerdictFormat import Multilaws_to_Normalize
Multilaws_to_Normalize(CJ_text,Match_laws_list,Multilaws_dict_list)
CJ_text : 判決書全文
Match_laws_list : 執掌法條清單
Multilaws_dict_list : 要正規化的法條Formal Format
[
{
"name": "姓名",
"statuses": [
{
"status":"公務員",
"locations":
[
{
"field":"JFull",
"start": 28,
"end":40
}
]
}
],
"positions": [
{
"work unit": "勞動部職業安全衛生署南部職業安全衛生中心",
"title": "檢查員",
"locations":
[
{
"field":"JFull",
"start": 28,
"end":40
}
]
},
{
"work unit": "勞動部職業安全衛生署",
"title": "職員",
"locations": []
}
],
"laws": [
{
"act": "貪污治罪條例",
"article": 4,
"paragraph": 1,
"subparagraph": 2,
"locations":
[
{
"field":"JLaw",
"start": 28,
"end":40
},
{
"field":"JLaw",
"start": 156,
"end":168
}
]
}
]
}
]Test Format
[
{
"content_id" : "1" ,
"name" : "柯森" ,
"job_location" : [] ,
"job_title" : [] ,
"laws" : ["中華民國刑法第276條第1項","中華民國刑法第140條"]
},{
"content_id" : "2" ,
"name" : "吳柯森" ,
"job_location" : ["停車場"] ,
"job_title" : ["管理員"] ,
"laws" : ["中華民國刑法第276條第1項","中華民國刑法第140條"]
}
]Multilaws Normalize
Multilaws_dict_list=[
{"start": 2933, "content": "毒品危害防制條例第11條"},
{"start": 2946, "content": "第13條"},
{"start": 2951, "content": "第15\r\n條"},
{"start": 3315, "content": "貪污治罪條例第11條"},
{"start": 3326, "content": "第133333條第8項\r\n第6款"},
]
Normalized_laws_list=['毒品危害防制條例第11條', '毒品危害防制條例第13條', '毒品危害防制條例第15條', '貪污治罪條例第11條', '貪污治罪條例第133333條第8項第6款']