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Information-Extraction-Chinese

用 IDCNN/biLSTM+CRF 进行中文命名实体识别，用 biGRU+2ATT 进行关系提取。「Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT」

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Information-Extraction-Chinese

Chinese information extraction, including named entity recognition, relation extraction and more, focused on state-of-art deep learning methods.

To make clear, this project has several sub-tasks with detailed separate README.md.

Chinese Relation Extraction by biGRU with Character and Sentence Attentions

Details in folder RE_BGRU_2ATT/

Chinese Named Entity Recognition by IDCNN/biLSTM with CRF layer

Details in folder NER_IDCNN_CRF/

Chinese Word Segmentation by Iterated Dilated Convolutions

Details at https://github.com/hankcs/ID-CNN-CWS

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Overview
Name With Ownercrownpku/Information-Extraction-Chinese
Primary LanguagePython
Program languagePython (Language Count: 1)
PlatformLinux, Mac, Windows
License:
所有者活动
Created At2017-08-09 09:52:31
Pushed At2024-02-01 21:01:38
Last Commit At2023-03-27 05:03:01
Release Count0
用户参与
Stargazers Count2.3k
Watchers Count90
Fork Count809
Commits Count76
Has Issues Enabled
Issues Count139
Issue Open Count119
Pull Requests Count13
Pull Requests Open Count2
Pull Requests Close Count2
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