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README.md 474 B

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  1. # NER任务模型复现
  2. 这里使用fastNLP复现经典的BiLSTM-CNN的NER任务的模型,旨在达到与论文中相符的性能。
  3. 论文链接[Named Entity Recognition with Bidirectional LSTM-CNNs](https://arxiv.org/pdf/1511.08308.pdf)
  4. # 数据集及复现结果汇总
  5. 使用fastNLP复现的结果vs论文汇报结果(/前为fastNLP实现,后面为论文报道)
  6. model name | Conll2003 | Ontonotes
  7. :---: | :---: | :---:
  8. BiLSTM-CNN | 91.17/90.91 | 86.47/86.35 |