{"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/xnmt-the-extensible-neural-machine","title":"XNMT: The eXtensible Neural Machine Translation Toolkit","arxiv_id":"1803.00188","date":"2018-03-01","proceeding":"WS 2018 3","authors":["Graham Neubig","Matthias Sperber","Xinyi Wang","Matthieu Felix","Austin Matthews","Sarguna Padmanabhan","Ye Qi","Devendra Singh Sachan","Philip Arthur","Pierre Godard","John Hewitt","Rachid Riad","Liming Wang"],"abstract":"This paper describes XNMT, the eXtensible Neural Machine Translation toolkit.\nXNMT distin- guishes itself from other open-source NMT toolkits by its focus on\nmodular code design, with the purpose of enabling fast iteration in research\nand replicable, reliable results. In this paper we describe the design of XNMT\nand its experiment configuration system, and demonstrate its utility on the\ntasks of machine translation, speech recognition, and multi-tasked machine\ntranslation/parsing. XNMT is available open-source at\nhttps://github.com/neulab/xnmt","url_abs":"http://arxiv.org/abs/1803.00188v1","url_pdf":"http://arxiv.org/pdf/1803.00188v1.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":"xnmt-the-extensible-neural-machine","repo_url":"https://github.com/neulab/xnmt","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":{"status":"ok","spdx":"NOASSERTION"}}],"tasks":[{"task_slug":"machine-translation","task_name":"Machine Translation"},{"task_slug":"nmt","task_name":"NMT"},{"task_slug":"speech-recognition","task_name":"Speech Recognition"},{"task_slug":"translation","task_name":"Translation"},{"task_slug":"speech-recognition-1","task_name":"speech-recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1803.00188","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}