Medicalnamedentityrecognition Alternatives

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向量的四层双向LSTM与CRF模型的网络.该项目提供了原始训练数据样本(一般醒目,出院情况,病史情况,病史特点,诊疗经过)与转换版本,训练脚本,预训练模型,可用于序列标注研究.把玩和PK使用.
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Alternatives To liuhuanyong/MedicalNamedEntityRecognition
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
FudanNLP/nlp-beginner 3,884 0 0 about 5 years ago 0 2
NLP上手教程
jiesutd/NCRFpp 1,862 0 0 almost 4 years ago 1 March 16, 2022 5 apache-2.0 Python
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
loujie0822/DeepIE 1,737 0 0 over 3 years ago 0 20 Python
DeepIE: Deep Learning for Information Extraction
guillaumegenthial/sequence_tagging 1,725 0 0 about 7 years ago 0 15 apache-2.0 Python
Named Entity Recognition (LSTM + CRF) - Tensorflow
rockingdingo/deepnlp 1,311 0 0 about 8 years ago 8 January 01, 2018 44 mit Python
Deep Learning NLP Pipeline implemented on Tensorflow
leerumor/nlp_tutorial 1,309 0 0 over 3 years ago 0 2
NLP超强入门指南,包括各任务sota模型汇总(文本分类、文本匹配、序列标注、文本生成、语言模型),以及代码、技巧
zjy-ucas/ChineseNER 1,303 0 0 almost 8 years ago 0 65 Python
A neural network model for Chinese named entity recognition
luopeixiang/named_entity_recognition 1,118 0 0 almost 5 years ago 0 27 Python
中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
LiyuanLucasLiu/LM-LSTM-CRF 830 0 0 almost 4 years ago 0 18 apache-2.0 Python
Empower Sequence Labeling with Task-Aware Language Model
guillaumegenthial/tf_ner 782 0 0 over 7 years ago 0 32 apache-2.0 Python
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
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