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pengdada98's Projects

bert-relation-extraction icon bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

chinesenlpcorpus icon chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

cnn4ie icon cnn4ie

Chinese Information Extraction Toolkit。中文信息抽取工具。利用CNN各种变体进行实体抽取。

multihead_joint_entity_relation_extraction icon multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

multiheadjointentityrelationextraction_simple icon multiheadjointentityrelationextraction_simple

实体关系抽取，使用了百度比赛的数据集。使用pytorch实现MultiHeadJointEntityRelationExtraction，包含Bert、Albert、gru的使用，并且添加了对抗训练。最后使用Flask和Neo4j图数据库对模型进行了部署

ner icon ner

基于tensorflow深度学习的中文的命名实体识别

people_relation_extract icon people_relation_extract

结合BERT+GRU+ATT模型，对自己收集的人物关系数据进行模型训练，用于人物关系抽取。

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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