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The Top 23 Deep Learning Relation Extraction Open Source Projects

Open source projects categorized as Deep Learning Relation Extraction
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Relation Extraction
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Awesome Relation Extraction ⭐ 831
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
most recent commit 2 years ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17most recent commit 3 years ago
Aggcn ⭐ 429
Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
most recent commit 2 years ago
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9most recent commit 6 months ago
Good Papers ⭐ 231
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
most recent commit 5 years ago
Reside ⭐ 198
EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
most recent commit 4 years ago
Bert Attributeextraction ⭐ 185
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。
most recent commit 5 years ago
Relation Classification Using Bidirectional Lstm Tree ⭐ 183
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
most recent commit 5 years ago
Deeplearning_nlp ⭐ 149
基于深度学习的自然语言处理库
most recent commit 6 years ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6most recent commit a year ago
Rescnn_relationextraction ⭐ 105
Deep Residual Learning for Weakly-Supervised Relation Extraction: https://arxiv.org/abs/1707.08866
most recent commit 6 years ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22most recent commit 6 months ago
Intra Bag And Inter Bag Attentions ⭐ 80
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
most recent commit 4 years ago
Kg Baseline Pytorch ⭐ 76
2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系 Relation Extraction.
most recent commit 4 years ago
Jointre ⭐ 39
End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)
most recent commit 5 years ago
Arelight ⭐ 34
Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit
most recent commit 4 months ago
Biont ⭐ 25
BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction
most recent commit 5 months ago
Klue Rbert ⭐ 14
↔️ Utilizing RBERT model structure for KLUE Relation Extraction task
most recent commit a year ago
Relationextraction_keras ⭐ 13
most recent commit 3 years ago
Awesome Deeplearning Nlp Papers ⭐ 13
A curated list of Deep learning and NLP must read papers
most recent commit 4 years ago
Renet2 ⭐ 10
RENET2: High-Performance Full-text Gene-Disease Relation Extraction with Iterative Training Data Expansion
most recent commit 2 years ago
My Notebook ⭐ 10
most recent commit 5 years ago
The 5 Latest Releases In Deep Learning Relation Extraction Open Source Projects
Zshot ⭐ 278
Zero and Few shot named entity & relationships recognition
total releases 9latest release January 04, 2023most recent commit 6 months ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22latest release December 22, 2022most recent commit 6 months ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6latest release May 03, 2022most recent commit a year ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17latest release December 14, 2020most recent commit 3 years ago
Popular Machine Learning Categories
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