thunlp / OpenNRE

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

tensorflow pipeline-framework relation-extraction entity-extraction competition-code bert-model

Updated Jun 1, 2020
Python

roomylee / awesome-relation-extraction

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📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

nlp naacl machine-learning natural-language-processing awesome deep-learning paper acl trends emnlp aaai nips new-york-times relation-extraction distant-supervision relation-classification semeval-2010 state-of-the-art

Updated Sep 20, 2020

BrambleXu / knowledge-graph-learning

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A curated list of awesome knowledge graph tutorials, projects and communities.

knowledge-graph relation-extraction knowledge-graph-embeddings

Updated Apr 21, 2020

thunlp / FewRel

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A Large-Scale Few-Shot Relation Extraction Dataset

natural-language-processing relation-extraction few-shot-learning

Updated Sep 22, 2020
Python

buppt / ChineseNRE

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中文实体关系抽取，pytorch，bilstm+attention

pytorch chinese attention relation-extraction nre bilstm bilstm-attention

Updated Apr 21, 2019
Python

zjunlp / deepke

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基于深度学习的开源中文关系抽取框架

deep-learning knowledge-graph chinese relation-extraction

Updated Jun 4, 2020
Jupyter Notebook

INK-USC / USC-DS-RelationExtraction

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Distantly Supervised Relation Extraction

machine-learning natural-language-processing information-extraction knowledgebase relation-extraction

Updated May 21, 2020
C++

lemonhu / open-entity-relation-extraction

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Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

python3 information-extraction knowledge-base relation-extraction paper-implementations entity-relation knowledge-extraction open-domain

Updated Aug 26, 2019
Python

artpar / languagecrunch

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LanguageCrunch NLP server docker image

nlp natural-language-processing sentiment-analysis word2vec wordnet relation-extraction coreference-resolution spacy-nlp

Updated Aug 14, 2019
Python

bekou / multihead_joint_entity_relation_extraction

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Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

joint-models relation-extraction entity-recognition

Updated Jul 21, 2019
Python

qipeng / gcn-over-pruned-trees

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Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

nlp natural-language-processing information-extraction dependency-parsing relation-extraction dependency-parse-trees

Updated Jul 29, 2020
Python

Cartus / AGGCN

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Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

nlp deep-learning information-extraction graph-convolutional-networks relation-extraction graph-neural-networks

Updated Aug 25, 2020
Python

yuhaozhang / tacred-relation

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PyTorch implementation of the position-aware attention model for relation extraction

nlp natural-language-processing information-extraction relation-extraction

Updated Feb 9, 2019
Python

yuanxiaosc / Multiple-Relations-Extraction-Only-Look-Once

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Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

information-extraction tensorflow-models joint-models relation-extraction entity-extraction bert-model