Open BrambleXu opened 4 years ago
Summary:
在使用rule抽取NER的时代，设计rule很麻烦，所以如何使用标注的数据，自动抽取rule是个问题。标题里的 knowledge指的是POS这样的语言学知识，而data-driven则是只CRF这样数据多了，就能自己推测对应label的模型。
Resource:
Paper information:
Notes:
An attempt to bridge the gap from the data-driven perspective back to the knowledge-based one.
Knowledge-based approaches: POS, syntactic analysis
Data-driven approaches: CRF
Hybrid systems: 结合上面两种
Model Graph:
Result:：
Thoughts:
Next Reading:
Summary:
在使用rule抽取NER的时代，设计rule很麻烦，所以如何使用标注的数据，自动抽取rule是个问题。标题里的 knowledge指的是POS这样的语言学知识，而data-driven则是只CRF这样数据多了，就能自己推测对应label的模型。
Resource:
Paper information:
Notes:
An attempt to bridge the gap from the data-driven perspective back to the knowledge-based one.
Knowledge-based approaches: POS, syntactic analysis
Data-driven approaches: CRF
Hybrid systems: 结合上面两种
Model Graph:
Result:：
Thoughts:
Next Reading: