NLP/DeepIE
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Merge pull request #33 from loujie0822/jielou

Browse Source 
add some result
This commit is contained in:
loujie0822 2020-05-15 08:46:16 +08:00 committed by GitHub
commit d931934287
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 11 additions and 5 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

16
README.md
View File

@ -29,8 +29,8 @@ $ cd DeepIE
| char-bigram + lstm-crf | 91.80% | 92.60% | 90.34% | | char-bigram + lstm-crf | 91.80% | 92.60% | 90.34% |
| char-bigram + adTransformer-crf | 92.98% | 93.25% | 92.72% | | char-bigram + adTransformer-crf | 92.98% | 93.25% | 92.72% |
| char-bigram + lexion-augment + lstm-crf | 93.33% | 94.26% | 92.43% | | char-bigram + lexion-augment + lstm-crf | 93.33% | 94.26% | 92.43% |
| char-bigram-BERT + lstm-crf | **94.71%** | **95.14%** | **94.27%** | | char-bigram-BERT + lstm-crf | 94.71% | 95.14% | 94.27% |
| char-bigram-BERT + lexion-augment + lstm-crf | TODO | TODO | TODO | | char-bigram-BERT + lexion-augment + lstm-crf | **95.26%** | **95.90%** | **94.63%** |
- **CCKS2019-医疗实体抽取** - **CCKS2019-医疗实体抽取**
@ -45,12 +45,18 @@ $ cd DeepIE
| char-bigram-BERT + lstm-crf | 83.37% | 83.51% | 83.22% | | char-bigram-BERT + lstm-crf | 83.37% | 83.51% | 83.22% |
| char-bigram-BERT + lexion-augment + lstm-crf | **84.15%** | **84.29%** | **84.01%** | | char-bigram-BERT + lexion-augment + lstm-crf | **84.15%** | **84.29%** | **84.01%** |
- **CCKS2020-医疗实体及事件抽取**：TODO - **CCKS2020-医疗实体抽取**：
(注：测试集与ccks2019一致)
| 方法 | f | p | r |
| -------------------------------------------- | ------ | ------ | ------ |
| char-bigram + lstm-crf | 87.52% | 87.19% | 87.85% |
| char-bigram-BERT + lstm-crf | 92.62% | 92.46% | 92.79% |
| char-bigram-BERT + lexion-augment + lstm-crf | 92.78% | 92.36% | 93.20% |
- **CCKS2020-面向试验鉴定的命名实体识别任务**：TODO - **CCKS2020-面向试验鉴定的命名实体识别任务**：TODO
#### 2. 属性抽取 #### 2. 属性抽取
- **领域数据集：瑞金医院糖尿病信息抽取数据** - **领域数据集：瑞金医院糖尿病信息抽取数据**