MenglinLu / Chinese-clinical-NERView external linksLinks
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://github.com/charles9n/bert-sklearn.git 感谢作者。 模型最终测试集得分0.81，还有较大改进空间。可以当做一个baseline。
☆355Oct 9, 2022Updated 3 years ago
Alternatives and similar repositories for Chinese-clinical-NER
Users that are interested in Chinese-clinical-NER are comparing it to the libraries listed below
Sorting:
- Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字…☆440Apr 1, 2022Updated 3 years ago
- The word2vec-BiLSTM-CRF model for CCKS2019 Chinese clinical named entity recognition.☆75Sep 5, 2019Updated 6 years ago
- CCKS2019 面向中文电子病历的命名实体识别☆34Jul 13, 2019Updated 6 years ago
- a sklearn wrapper for Google's BERT model☆301Oct 26, 2022Updated 3 years ago
- A Chinese EHR Bert Pretrained Model.☆270Jul 14, 2021Updated 4 years ago
- 面向中文电子病历的命名实体识别☆186May 18, 2020Updated 5 years ago
- 中文医学知识图谱命名实体识别，包括bi-LSTM+CRF，transformer+CRF等模型☆247Jun 4, 2019Updated 6 years ago
- 本项目是针对医疗数据，进行命名实体识别。项目中有600份标注好的电子病历文本，共需识别含解剖部位、独立症状、症状描述、手术和药物五类实体。该领域的命名实体识别问题是自然语言处理中经典的序列标注问题。☆155Jul 8, 2019Updated 6 years ago
- 构建医疗实体识别的模型，包含词典和语料标注，基于python构建☆349Jan 25, 2018Updated 8 years ago
- NER(ccks2019中文电子病历迁移学习)☆39Apr 9, 2020Updated 5 years ago
- 中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc☆2,538Jan 17, 2024Updated 2 years ago
- [Medical_NLP ➟ Awesome-AI4Med] medical-related LLMs, Multimodal systems, Datasets, Benchmarks, and more.☆2,516Feb 6, 2026Updated last week
- 包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗数据命名实体识别☆226Jun 22, 2020Updated 5 years ago
- Collections of Chinese NLP corpus☆917Dec 28, 2020Updated 5 years ago
- 中文生物医学自然语言处理（Chinese-BioNLP）☆166Jan 30, 2021Updated 5 years ago
- Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresp…☆350Jul 25, 2019Updated 6 years ago
- Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow☆568Dec 7, 2018Updated 7 years ago
- 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
- 瑞金医院MMC人工智能辅助构建知识图谱大赛初赛☆141May 28, 2019Updated 6 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services☆4,899Feb 24, 2021Updated 4 years ago
- DeepIE: Deep Learning for Information Extraction☆1,944Dec 9, 2022Updated 3 years ago
- albert + lstm + crf实体识别，pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)☆136Sep 11, 2022Updated 3 years ago
- CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案☆412Mar 24, 2023Updated 2 years ago
- 中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案☆478Apr 5, 2021Updated 4 years ago
- Chinese clinical named entity recognition using pre-trained BERT model☆127Apr 15, 2021Updated 4 years ago
- 中文医疗命名实体识别☆37Oct 10, 2020Updated 5 years ago
- Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。☆288May 14, 2019Updated 6 years ago
- 中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）☆2,272Jun 21, 2022Updated 3 years ago
- 医疗命名实体识别， CRF，☆13Jun 26, 2019Updated 6 years ago
- A neural network model for Chinese named entity recognition☆1,824Aug 9, 2018Updated 7 years ago
- Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge …☆1,230Jun 1, 2020Updated 5 years ago
- 该项目是基于医疗领域知识图谱的问答系统。实现比较简单。☆1,398May 24, 2019Updated 6 years ago
- 使用预训练语言模型ALBERT做中文NER☆478Jan 13, 2021Updated 5 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆415Jun 12, 2023Updated 2 years ago
- ccks baidu entity link 实体链接 第一名☆843Dec 19, 2023Updated 2 years ago
- 使用预训练语言模型BERT做中文NER☆977Feb 26, 2020Updated 5 years ago
- Pytorch BERT-BiLSTM-CRF For NER☆424Mar 20, 2020Updated 5 years ago
- 面向金融领域的事件主体抽取（ccks2019），一个baseline☆119May 13, 2019Updated 6 years ago
- 一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 的简单Demo， 模型采用BERT+CNN ( https://github.com/Wangpeiyi9979/IE-Bert-CNN )。 Demo使用Fl…☆126May 14, 2019Updated 6 years ago