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
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crownpku Merge pull request #75 from YijinHuang/master
Fix a bug that evaluating result is unstable
Latest commit 976a528 Jul 24, 2018


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