From 9b31e6e213010bffec100779e2d33dbab4d984b8 Mon Sep 17 00:00:00 2001 From: yh_cc Date: Tue, 2 Jul 2019 11:32:45 +0800 Subject: [PATCH] =?UTF-8?q?ner=E7=9A=84readme=E6=9B=B4=E6=96=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- reproduction/seqence_labelling/ner/README.md | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 reproduction/seqence_labelling/ner/README.md 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 | +