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.