liyi_cute 是文本辅助工具,帮助NlPer减少模型输入前的预处理工作
online documentation:the read docs
python setup.py install
pip install liyi_cute
pip install -r requirements.txt
{
"id": 1,
"document": "xxxx",
"": ""
}
实体抽取, 关系抽取,事件抽取, 属性抽取 以brat标注为例子: 标注文件开头标志 Entity: T
[entities]
Protein
Entity
T8 Negative_regulation 659 668 deficient
T9 Gene_expression 684 694 expression
{
"entities":[{"mention": "expression",
"type": "Gene_expression",
"start": 447,
"end": 457,
"id": "T1"}]
}
Rlation: R
[relations]
Protein-Component Arg1:Protein, Arg2:Entity
Subunit-Complex Arg1:Protein, Arg2:Entity
R1 Protein-Component Arg1:T11 Arg2:T19
R2 Protein-Component Arg1:T11 Arg2:T18
## 暂时不支持
Equiv Arg1:Protein, Arg2:Protein, <REL-TYPE>:symmetric-transitive
* Equiv T3 T4
{"relations": [{"type": "Part-of",
"arg1": {"mention": "c-Rel","type": "Protein","start": 139,"end": 144,"id": "T1"},
"arg2": {"mention": "NF-kappa B","type": "Complex", "start": 163, "end": 173, "id": "T2"},
"id": "R1"}]}
Event: E 暂时不支持
[events]
Gene_expression Theme:Protein
Binding Theme+:Protein
E3 Binding:T9 Theme:T4 Theme2:T5 Theme3:T6
E4 Binding:T20 Theme:T16 Theme2:T17 Theme3:T19
## 暂时不支持
E6 Negative_regulation:T10 Cause:E3 Theme:E5
Attribute: A 暂时不支持
[attributes]
Negation Arg:<EVENT>
Confidence Arg:<EVENT>, Value:Possible|Likely|Certain