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yh e2208d44bd | 5 years ago | |
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README.md | 5 years ago | |
load_data.py | 5 years ago | |
main.py | 5 years ago | |
models.py | 5 years ago | |
modules.py | 5 years ago | |
pathes.py | 5 years ago | |
small.py | 5 years ago | |
utils.py | 5 years ago | |
utils_.py | 5 years ago |
未包含的数据集可以通过提供增加类似 load_data.py 中 load_ontonotes4ner 这个输出格式的函数来增加对其的支持
数据集 | 目前达到的F1分数(test) | 原文中的F1分数(test) |
---|---|---|
58.66 | 58.79 | |
Resume | 95.18 | 94.46 |
Ontonote | 73.62 | 73.88 |
备注:Weibo数据集我用的是V2版本,也就是更新过的版本,根据杨杰博士Github上LatticeLSTM仓库里的某个issue,应该是一致的。
to those unincluded dataset, you can write the interface function whose output form is like load_ontonotes4ner in load_data.py
Dataset | F1 of my code(test) | F1 in paper(test) |
---|---|---|
58.66 | 58.79 | |
Resume | 95.18 | 94.46 |
Ontonote | 73.62 | 73.88 |
PS:The Weibo dataset I use is V2, namely revised version.
一款轻量级的自然语言处理(NLP)工具包,目标是减少用户项目中的工程型代码,例如数据处理循环、训练循环、多卡运行等
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