{"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/nematus-a-toolkit-for-neural-machine","title":"Nematus: a Toolkit for Neural Machine Translation","arxiv_id":"1703.04357","date":"2017-03-13","proceeding":"EACL 2017 4","authors":["Rico Sennrich","Orhan Firat","Kyunghyun Cho","Alexandra Birch","Barry Haddow","Julian Hitschler","Marcin Junczys-Dowmunt","Samuel Läubli","Antonio Valerio Miceli Barone","Jozef Mokry","Maria Nădejde"],"abstract":"We present Nematus, a toolkit for Neural Machine Translation. The toolkit\nprioritizes high translation accuracy, usability, and extensibility. Nematus\nhas been used to build top-performing submissions to shared translation tasks\nat WMT and IWSLT, and has been used to train systems for production\nenvironments.","url_abs":"http://arxiv.org/abs/1703.04357v1","url_pdf":"http://arxiv.org/pdf/1703.04357v1.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":"nematus-a-toolkit-for-neural-machine","repo_url":"https://github.com/rsennrich/nematus","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"tf","reach":{"status":"ok","spdx":"BSD-3-Clause"}},{"paper_slug":"nematus-a-toolkit-for-neural-machine","repo_url":"https://github.com/Avmb/code-docstring-corpus","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}},{"paper_slug":"nematus-a-toolkit-for-neural-machine","repo_url":"https://github.com/EdinburghNLP/code-docstring-corpus","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"nematus-a-toolkit-for-neural-machine","repo_url":"https://github.com/MarcBS/keras","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"machine-translation","task_name":"Machine Translation"},{"task_slug":"translation","task_name":"Translation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1703.04357","atlas_url":"https://app.syntology.ai/?focus=1703.04357","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}