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The Top 21 Machine Learning Relation Extraction Open Source Projects

Open source projects categorized as Machine Learning Relation Extraction
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Relation Extraction
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
Usc Ds Relationextraction ⭐ 416
Distantly Supervised Relation Extraction
most recent commit 4 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
Knodle ⭐ 102
A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
most recent commit 4 months ago
Tre ⭐ 97
[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
most recent commit 3 years ago
Lima ⭐ 92
The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
total releases 22most recent commit 6 months ago
Distre ⭐ 78
[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
most recent commit 3 years ago
Torch Relation Extraction ⭐ 49
Universal Schema based relation extraction implemented in Torch.
most recent commit 7 years ago
Python ⭐ 38
Rosette API Client Library for Python
total releases 31most recent commit 3 months ago
Senet For Weakly Supervised Relation Extraction ⭐ 35
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
Rex ⭐ 21
REx: Relation Extraction. Modernized re-write of the code in the master's thesis: "Relation Extraction using Distant Supervision, SVMs, and Probabalistic First-Order Logic"
most recent commit 6 years ago
Relation Extraction Rnn ⭐ 18
Bi-directional LSTM model for relation extraction
most recent commit 6 years ago
Adversarial Relation Classification ⭐ 16
Unsupervised domain adaptation method for relation extraction
most recent commit 6 years ago
Relation Classification ⭐ 16
Relation Classification - SEMEVAL 2010 task 8 dataset
most recent commit 5 years ago
Aacl Ijcnlp2022 Kgc Tutorial ⭐ 15
Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction
most recent commit a year ago
Cfie ⭐ 9
PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".
most recent commit 2 years ago
Arenets ⭐ 7
Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation
total releases 2most recent commit 6 months ago
Cnn_relation_extraction ⭐ 7
Low dimensional CNN (Convolutinal Neural Network) for Relation_Extraction written in Python with Keras
most recent commit 3 years ago
Relation Extraction Char Rnn ⭐ 5
Bi-direction LSTM model for relation extraction with word representations composed by character-LSTM
most recent commit 6 years ago
The 4 Latest Releases In Machine 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
Python ⭐ 38
Rosette API Client Library for Python
total releases 31latest release January 12, 2022most recent commit 3 months ago
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