diff --git a/reproduction/seqence_labelling/ner/README.md b/reproduction/seqence_labelling/ner/README.md new file mode 100644 index 00000000..d42046b0 --- /dev/null +++ b/reproduction/seqence_labelling/ner/README.md @@ -0,0 +1,13 @@ +# NER任务模型复现 +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。 + +论文链接[Named Entity Recognition with Bidirectional LSTM-CNNs](https://arxiv.org/pdf/1511.08308.pdf) + +# 数据集及复现结果汇总 + +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) + +model name | Conll2003 | Ontonotes +:---: | :---: | :---: +BiLSTM-CNN | 91.17/90.91 | 86.47/86.35 | +