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bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-bilstm-idcnn-crf

BERT-BiLSTM-IDCNN-CRF Keras版实现

chatbot-base-on-knowledge-graph

使用深度学习方法解析问题 知识图谱存储 查询知识点 基于医疗垂直领域的对话系统

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

information-extraction-chinese

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

lstm-crf-medical

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

name-entity-recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

ner-loc

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

ner_bilstm_idcnn_crf

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

study-note

It contains everything I need to learn

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

xf-ner-idcnn-crf

命名实体识别

yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).