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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

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


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Python (864,795
Natural Language Processing (15,542
Recognition (10,761
Chinese (6,476
Crf (1,071
Named Entity Recognition (606
Relation Extraction (446
Information Extraction (425
Chinese Nlp (111