qianrenjian / keras-bert-ner
Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF/single-CRF model with BERTs (Google's Pretrained Language Model: supporting BERT/RoBERTa/ALBERT).
☆13Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for keras-bert-ner
- Chinese NER using BiLSTM/BERT + CRF☆61Updated 3 years ago
- The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.☆74Updated 5 years ago
- 实体识别和关系抽取的联合模型☆121Updated 5 years ago
- 中文命名实体识别& 中文命名实体检测 python实现 基于字+ 词位 分别使用tensorflow IDCNN+CRF 及 BiLSTM+CRF 搭配词性标注实现 中文命名实体识别及命名实体检测☆64Updated 5 years ago
- 中文关系抽取☆136Updated 5 years ago
- BiGRU、BERT☆36Updated 4 years ago
- Named Entity Recognition (NER) with different combinations of BiGRU, Self-Attention and CRF☆59Updated 3 years ago
- 在bert模型的pre_training基础上进行text_cnn文本分类☆78Updated 4 years ago
- bilstm _Attention_crf☆37Updated 5 years ago
- 实现了一下multi-head-selection联合关系实体抽取☆31Updated 5 years ago
- Implementations of BiLSTM-CRF and IDCNN-CRF NER models on Weibo, MSRA and Twitter copora.☆10Updated 4 years ago
- A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)☆17Updated 5 years ago
- 本项目采用Keras和Keras-bert实现文本多标签分类任务,对BERT进行微调。☆65Updated 3 years ago
- BERT-BiLSTM-CRF的Keras版实现☆41Updated 5 years ago
- This model base on bert-as-service. Model structure : bert-embedding bilstm crf.☆38Updated 5 years ago
- Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别☆181Updated last year
- 基于轻量级的albert实现albert+BiLstm+CRF☆88Updated last year
- 多标签文本分类☆53Updated 5 years ago
- keras+bi-lstm+crf,中文命名实体识别☆16Updated 6 years ago
- Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取☆13Updated 5 years ago
- bert pytorch模型微调用于的多标签文本分类☆125Updated 5 years ago
- Joint Extraction of Entities and Relations Based on cnn+rnn☆185Updated 3 years ago
- 中文实体识别 bert/xlnet/albert ...预训练模型 +bilstm+crf / +crf☆23Updated 2 years ago
- 基于BIO模式的序列标注工具-可用于命名实体识别、事件触发词识别等任务的数据标注☆70Updated 4 years ago
- 利用ALBERT实现文本二分类,判别是否属于政治上的出访类事件,提升模型训练和预测速度。☆73Updated last year
- NamedEntityRecognition using BiLSTM-CRF,BiLSTM,BERT,TF2.x and Pytorch☆19Updated 4 years ago
- 记录自己用的BILSTM-CRF、ELMo、BERT等来做NER任务的代码。☆24Updated 4 years ago
- 2020 科大讯飞 事件抽取挑战赛☆21Updated 4 years ago
- 关系抽取个人实战总结以及开源工具包使用☆57Updated 5 years ago