IndexFziQ/GNN4NLP-Papers
A categorized collection of academic papers on GNN methods for natural language processing tasks.
Not currently ranked — collecting fresh signals.
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This repository maintains an organized list of recent research papers applying graph neural networks to NLP problems. It tracks papers from major NLP and ML venues such as ACL, EMNLP, NAACL, ICLR, NeurIPS, and ICML. The collection is organized by fundamental NLP tasks including syntactic parsing, NER, entity typing, and knowledge graph integration.
Frequently asked
- What is IndexFziQ/GNN4NLP-Papers?
- A categorized collection of academic papers on GNN methods for natural language processing tasks.
- Is GNN4NLP-Papers open source?
- Yes — IndexFziQ/GNN4NLP-Papers is open source, released under the MIT license.
- What language is GNN4NLP-Papers written in?
- IndexFziQ/GNN4NLP-Papers is primarily written in HTML.
- How popular is GNN4NLP-Papers?
- IndexFziQ/GNN4NLP-Papers has 903 stars on GitHub.
- Where can I find GNN4NLP-Papers?
- IndexFziQ/GNN4NLP-Papers is on GitHub at https://github.com/IndexFziQ/GNN4NLP-Papers.