{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/nnvlp-a-neural-network-based-vietnamese","title":"NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit","arxiv_id":"1708.07241","date":"2017-08-24","proceeding":"IJCNLP 2017 11","authors":["Thai-Hoang Pham","Xuan-Khoai Pham","Tuan-Anh Nguyen","Phuong Le-Hong"],"abstract":"This paper demonstrates neural network-based toolkit namely NNVLP for\nessential Vietnamese language processing tasks including part-of-speech (POS)\ntagging, chunking, named entity recognition (NER). Our toolkit is a combination\nof bidirectional Long Short-Term Memory (Bi-LSTM), Convolutional Neural Network\n(CNN), Conditional Random Field (CRF), using pre-trained word embeddings as\ninput, which achieves state-of-the-art results on these three tasks. We provide\nboth API and web demo for this toolkit.","url_abs":"http://arxiv.org/abs/1708.07241v5","url_pdf":"http://arxiv.org/pdf/1708.07241v5.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"nnvlp-a-neural-network-based-vietnamese","repo_url":"https://github.com/pth1993/NNVLP","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"chunking","task_name":"Chunking"},{"task_slug":"cg","task_name":"NER"},{"task_slug":"named-entity-recognition-1","task_name":"Named Entity Recognition"},{"task_slug":"named-entity-recognition-ner","task_name":"Named Entity Recognition (NER)"},{"task_slug":"pos","task_name":"POS"},{"task_slug":"pos-tagging","task_name":"POS Tagging"},{"task_slug":"part-of-speech-tagging","task_name":"Part-Of-Speech Tagging"},{"task_slug":"word-embeddings","task_name":"Word Embeddings"},{"task_slug":"named-entity-recognition","task_name":"named-entity-recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1708.07241","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}