{"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/a-log-linear-model-for-unsupervised-text","title":"A Log-Linear Model for Unsupervised Text Normalization","arxiv_id":null,"date":"2013-10-01","proceeding":"EMNLP 2013 10","authors":["Yi Yang","Jacob Eisenstein"],"abstract":"","url_abs":"https://aclanthology.org/D13-1007","url_pdf":"https://aclanthology.org/D13-1007.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":"language-modelling","task_name":"Language Modelling"},{"task_slug":"lexical-normalization","task_name":"Lexical Normalization"},{"task_slug":"text-normalization","task_name":"Text Normalization"},{"task_slug":"model","task_name":"model"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/lexical-normalization-on-lexnorm","task":"Lexical Normalization","dataset":"LexNorm","model":"unLOL","rank_in_archive_order":4,"of":4,"metrics":{"Accuracy":"82.06"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}