%0 Conference Proceedings %T VnCoreNLP: A Vietnamese Natural Language Processing Toolkit %A Vu, Thanh %A Nguyen, Dat Quoc %A Nguyen, Dai Quoc %A Dras, Mark %A Johnson, Mark %Y Liu, Yang %Y Paek, Tim %Y Patwardhan, Manasi %S Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations %D 2018 %8 June %I Association for Computational Linguistics %C New Orleans, Louisiana %F vu-etal-2018-vncorenlp %X We present an easy-to-use and fast toolkit, namely VnCoreNLP—a Java NLP annotation pipeline for Vietnamese. Our VnCoreNLP supports key natural language processing (NLP) tasks including word segmentation, part-of-speech (POS) tagging, named entity recognition (NER) and dependency parsing, and obtains state-of-the-art (SOTA) results for these tasks. We release VnCoreNLP to provide rich linguistic annotations to facilitate research work on Vietnamese NLP. Our VnCoreNLP is open-source and available at: https://github.com/vncorenlp/VnCoreNLP %R 10.18653/v1/N18-5012 %U https://aclanthology.org/N18-5012 %U https://doi.org/10.18653/v1/N18-5012 %P 56-60