这是我ehr-journey项目的一个命名实体识别的子项目,主要实现基于中文预训练字向量finetune的Bert与BiLSTM模型的网络。演示使用了CCKS2019task1数据集,并实现了django接口。
☆56Jun 21, 2022Updated 3 years ago
Alternatives and similar repositories for PytorchNER_zh
Users that are interested in PytorchNER_zh are comparing it to the libraries listed below
Sorting:
- CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。bert的部分代码主要源于https://gith…☆354Oct 9, 2022Updated 3 years ago
- 使用TensorFlow2.0中的Keras实现基于BiLSTM-CRF的NER☆15Sep 5, 2020Updated 5 years ago
- BiLSTM-CRF model for NER☆15Jun 14, 2019Updated 6 years ago
- A Neural Multi-digraph Model for Chinese NER with Gazetteers☆86Jul 25, 2024Updated last year
- 基于BERT的中文命名实体识别(pytorch)☆18Apr 17, 2019Updated 6 years ago
- 中文的 Bert+BiLSTM+CRF 命名实体识别任务☆16Jan 24, 2024Updated 2 years ago
- CCKS2021答非所问竞赛冠军方案☆27Oct 8, 2021Updated 4 years ago
- NER(ccks2019中文电子病历迁移学习)☆39Apr 9, 2020Updated 5 years ago
- 知识图谱编辑系统,可以实现对知识图谱的增删改查,另外构建了专业领域(计算机)领域的知识图谱☆25Jun 29, 2020Updated 5 years ago
- 2019搜狐第三届内容识别挑战赛rank10☆11Oct 17, 2019Updated 6 years ago
- TensorRT☆11Sep 22, 2020Updated 5 years ago
- pytorch实现 基于Bert+BiLSTM+CRF的中文命名实体识别☆45May 5, 2021Updated 4 years ago
- PyTorch implement of BiLSTM-CRF for Chinese NER☆60Feb 15, 2019Updated 7 years ago
- The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.☆75Sep 5, 2019Updated 6 years ago
- 基于Bert(或Robert)预训练 模型微调命名实体识别任务,并提供基于docker的Tensor Serving部署模型方案实现过程。☆36Mar 10, 2020Updated 6 years ago
- ☆17Feb 25, 2023Updated 3 years ago
- pytorch版基于gpt+nezha的中文多轮Cdial☆12Oct 22, 2022Updated 3 years ago
- 基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现☆92Sep 15, 2022Updated 3 years ago
- NER for Chinese electronic medical records. Use doc2vec, self_attention and multi_attention.☆28Jul 28, 2018Updated 7 years ago
- 中文医疗命名实体识别☆37Oct 10, 2020Updated 5 years ago
- 企业事件抽取☆13May 20, 2021Updated 4 years ago
- 2020语言与智能技术竞赛:关系抽取任务(https://aistudio.baidu.com/aistudio/competition/detail/31?lang=zh_CN)☆24May 19, 2020Updated 5 years ago
- ☆41Nov 18, 2021Updated 4 years ago
- 针对NER领域提供从线下训练到线上部署的一整套闭环流程☆14Jun 16, 2021Updated 4 years ago
- Chinese NER using BiLSTM/BERT + CRF☆64Jun 25, 2021Updated 4 years ago
- CHIP2020 Task 3 术语标准化任务☆31Oct 23, 2020Updated 5 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Jul 12, 2024Updated last year
- Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别☆187Dec 10, 2022Updated 3 years ago
- 迭代膨胀卷积命名实体抽取☆44Aug 2, 2019Updated 6 years ago
- reformer-pytorch中文版本,简单高效的生成模型。类似GPT2的效果☆16Jun 12, 2023Updated 2 years ago
- 多轮中文聊天机器人,采用GPT2进行微调,清洗聊天数据110w+,采用语义相似度和文本jaccard相似度过滤回话。☆23Nov 13, 2021Updated 4 years ago
- ccks2020 NER competitions☆121Oct 15, 2020Updated 5 years ago
- bert,albert计算中文句子的相似度☆21Mar 4, 2020Updated 6 years ago
- ChineseBert用于中文拼写纠错☆43Mar 14, 2023Updated 3 years ago
- CCKS2019 面向中文电子病历的命名实体识别☆34Jul 13, 2019Updated 6 years ago
- Matlab code of the proposed hybrid DGA method for power transformer fault diagnosis.☆11Apr 9, 2023Updated 2 years ago
- 对dbpedia和百科采集而来的语料进行清洗,得到合适的三元组☆15Jun 24, 2017Updated 8 years ago
- Trans系列之TransE and TransH, PTransE☆31Dec 24, 2019Updated 6 years ago
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago