{"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/improved-part-of-speech-tagging-for-online","title":"Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters","arxiv_id":null,"date":"2013-06-01","proceeding":"NAACL 2013 6","authors":["Olutobi Owoputi","Brendan O{'}Connor","Chris Dyer","Kevin Gimpel","Nathan Schneider","Noah A. Smith"],"abstract":"","url_abs":"https://aclanthology.org/N13-1039","url_pdf":"https://aclanthology.org/N13-1039.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":[],"tasks":[{"task_slug":"named-entity-recognition-ner","task_name":"Named Entity Recognition (NER)"},{"task_slug":"part-of-speech-tagging","task_name":"Part-Of-Speech Tagging"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/part-of-speech-tagging-on-ark","task":"Part-Of-Speech Tagging","dataset":"ARK","model":"Owoputi et al., 2013","rank_in_archive_order":2,"of":3,"metrics":{"Acc":"93.2"},"uses_additional_data":false},{"leaderboard":"/sota/part-of-speech-tagging-on-social-media","task":"Part-Of-Speech Tagging","dataset":"Social media","model":"CMU","rank_in_archive_order":2,"of":3,"metrics":{"Accuracy":"90.0 ± 0.5"},"uses_additional_data":false}],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}