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The Top 23 Python Relation Extraction Open Source Projects

Open source projects categorized as Python Relation Extraction
Categories > Machine Learning > Relation Extraction
Opennre_for_chinese ⭐ 33
OpenNRE for Chinese open relation extraction task in pytorch
most recent commit a year ago
Graphlstm_release ⭐ 32
Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova and Wen-tau Yih.
most recent commit 5 years ago
Relation Similarity ⭐ 32
codes accompanying ACL 2019 paper Quantifying the Similarity between Relations with Fact Distributions
most recent commit 5 years ago
Multi_re ⭐ 30
Multiple Relational Facts Extraction
most recent commit 4 years ago
Ptrnetdecoding4jere ⭐ 30
Code for modeling encoder-decoder network with pointer network for joint entity and relation extraction
most recent commit 4 years ago
Lrebench ⭐ 30
Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."
most recent commit 10 months ago
Rsan ⭐ 29
Source code for IJCAI 2020 paper "A Relation-Specific Attention Network for Joint Entity and Relation Extraction"
most recent commit 3 years ago
Ds_pcnns ⭐ 29
most recent commit 8 years ago
Comb_dist_direct_relex ⭐ 28
Combining Distant and Direct Supervision for Neural Relation Extraction
most recent commit 5 years ago
Defvectors ⭐ 26
A tool for semantic relation extraction. The program finds pairs of semantically related words based on the text definitions coming from the Wikipedia articles (other texts may be also used). The extraction method implemented in this system is based on three similarity measures (cosine, gloss overlap, and Karaulov's measure) between texts and two nearest-neighbor algorithms (KNN and Mutual KNN). The tool is a cross-platform console application.
most recent commit 10 years ago
Att Blstm Relation Extraction ⭐ 26
Implementation of Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification.
most recent commit 3 years ago
Relation_extraction_in_clinical_text ⭐ 26
CNN for relation extraction among problem, treatment and test in clinical text.
most recent commit 5 years ago
Gigabert ⭐ 26
Zero-shot Transfer Learning from English to Arabic
most recent commit 2 years ago
Biont ⭐ 25
BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction
most recent commit 5 months ago
Recon ⭐ 25
This is the code for the paper 'RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network'.
most recent commit 2 years ago
Dualre ⭐ 25
Source code for paper: "Learning Dual Retrieval Module for Semi-supervised Relation Extraction"
most recent commit 4 years ago
Relation2vec ⭐ 25
most recent commit 7 years ago
Qa4re ⭐ 25
Source code of paper 'Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors' (ACL 2023 Findings)
most recent commit 4 months ago
Re Nlg Dataset ⭐ 25
T-Rex : A Large Scale Alignment of Natural Language with Knowledge Base Triples
most recent commit 5 years ago
Pynsett ⭐ 24
A programmable relation extraction tool
total releases 12most recent commit 2 years ago
Antnre ⭐ 23
AntNLP Neural Relation Extraction
most recent commit 5 years ago
Kgpool ⭐ 23
[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
most recent commit 2 years ago
Amnre ⭐ 23
Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".
most recent commit 2 years ago
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