- Bert 层
Bert 在模型当中用作一个编码层,主要负责将核心语义信息添加到进行编码,然后输出一个具备丰富上下文语义的隐藏层特征向量。
- External 层
可以融合外部知识,将POS
,NER
信息融入到序列标注的任务当中,然后将其进行深度融合。这些信息融合的方式也是可以对其进行深入检索。
- CRF 层
作为一个目前常用且高效的序列信息解码层,能够在全局获得最佳预测效果。
This project forked from bupt-nlp/sequence-labeling-models
contains the popular sequence-labeling models
License: Apache License 2.0
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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