crownpku/Information-Extraction-Chinese

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

Python

2,264

76 commits

updated Feb 1, 2024

See the code

README

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

chinese-nlp

information-extraction

named-entity-recognition

nlp

relation-extraction

Significant stargazers

Wang Ran (汪然)

69 followers · starred Jun 2018

Kyusong Lee

37 followers · starred Jan 2020

XieJiSS

152 followers · starred Aug 2018

lailoo

27 followers · starred Oct 2019

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