Graph Neural Networks NLP Tools

There are 7 graph neural networks tools tracked. 1 score above 50 (established tier). The highest-rated is zjunlp/DeepKE at 68/100 with 4,338 stars and 751 monthly downloads.

Get all 7 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=graph-neural-networks&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	zjunlp/DeepKE [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction	68	Established	4,338	Python
2	Cartus/AGGCN Attention Guided Graph Convolutional Networks for Relation Extraction...	42	Emerging	435	Python
3	icoxfog417/graph-convolution-nlp Graph Convolution Network for NLP	39	Emerging	210	Jupyter Notebook
4	Hyperparticle/graph-nlu Graph NLU is a natural language understanding tool that leverages the power...	38	Emerging	86	Jupyter Notebook
5	yao8839836/text_gcn Graph Convolutional Networks for Text Classification. AAAI 2019	36	Emerging	1,390	Python
6	svjan5/GNNs-for-NLP Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP...	32	Emerging	787	Python
7	pat-jj/TagReal [ACL'23] Open KG Completion with PLM (Bridging Text Mining and Prompt Engineering)	14	Experimental	44	Python