An Open-Source Package for Neural Relation Extraction (NRE)
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Sep 15, 2020 - Python
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relation-extraction
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农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
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Aug 28, 2020 - Python
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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Mar 29, 2020 - Python
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
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Jul 30, 2020 - C++
Must-read papers on neural relation extraction (NRE)
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Sep 24, 2020 - TeX
基于Pytorch和torchtext的自然语言处理深度学习框架。
python
nlp
deep-learning
text-classification
word2vec
pytorch
chinese
pos
skip-gram
cbow
language-model
cws
dependency-parsing
srl
relation-extraction
sentence-similarity
hierarchical-softmax
torchtext
negative-sampling
nature-language-process
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Jan 10, 2020 - Python
A collection of research on knowledge graphs
natural-language-processing
information-retrieval
paper
survey
knowledge-graph
question-answering
representation-learning
cross-modal
knowledge-graph-completion
ner
dialogue-systems
reasoning
relation-extraction
commonsense
temporal-knowledge-graph
recommendation-systems
meta-relational-learning
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Aug 6, 2020 - JavaScript
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
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Jun 1, 2020 - Python
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
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Sep 20, 2020
A curated list of awesome knowledge graph tutorials, projects and communities.
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Apr 21, 2020
A Large-Scale Few-Shot Relation Extraction Dataset
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Sep 29, 2020 - Python
中文实体关系抽取，pytorch，bilstm+attention
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Apr 21, 2019 - Python
基于深度学习的开源中文关系抽取框架
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Jun 4, 2020 - Jupyter Notebook
Distantly Supervised Relation Extraction
machine-learning
natural-language-processing
information-extraction
knowledgebase
relation-extraction
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May 21, 2020 - C++
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
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Aug 26, 2019 - Python
LanguageCrunch NLP server docker image
nlp
natural-language-processing
sentiment-analysis
word2vec
wordnet
relation-extraction
coreference-resolution
spacy-nlp
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Aug 14, 2019 - Python
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
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Jul 29, 2020 - Python
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).
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Jul 21, 2019 - Python
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
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Aug 25, 2020 - Python
PyTorch implementation of the position-aware attention model for relation extraction
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Feb 9, 2019 - Python
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
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Jul 25, 2019 - Python
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
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Sep 15, 2020 - Python
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
nlp
data-science
natural-language-processing
big-data
ai
nlu
extract-information
information-extraction
datascience
dataset
papers
corpus-data
nlp-apis
nlp-resources
openie
relation-extraction
natural-language-understanding
open-information-extraction
literature-review
oie-systems
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Oct 7, 2020
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
nlp
ai
knowledge-graph
feature-extraction
deeplearning
bert
relation-extraction
fine-tuning
attribute-extraction
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Apr 1, 2019 - Python
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
natural-language-processing
deep-learning
graph-convolutional-networks
relation-extraction
distant-supervision
neural-relation-extraction
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Oct 7, 2020 - CSS
Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)
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Oct 26, 2018 - Python
Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
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Jun 2, 2017 - Jupyter Notebook
A PyTorch implementation of GraphRel
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Jul 27, 2019 - Jupyter Notebook
code of Relation Classification via Multi-Level Attention CNNs
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Dec 25, 2019 - Python
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