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crownpku/Information-Extraction-Chinese
PythonChinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
nlpchinese-nlpinformation-extractionrelation-extractionnamed-entity-recognition
주요 지표
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2017년 8월2019년 1월2020년 7월2022년 1월2023년 7월2025년 1월2026년 7월
아티팩트PyPI
pip install information-extraction-chineseREADME
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
Reference
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