{"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/onestopenglish-corpus-a-new-corpus-for","title":"OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification","arxiv_id":null,"date":"2018-06-01","proceeding":"WS 2018 6","authors":["Sowmya Vajjala","Ivana Lu{\\v{c}}i{\\'c}"],"abstract":"This paper describes the collection and compilation of the OneStopEnglish corpus of texts written at three reading levels, and demonstrates its usefulness for through two applications - automatic readability assessment and automatic text simplification. The corpus consists of 189 texts, each in three versions (567 in total). The corpus is now freely available under a CC by-SA 4.0 license and we hope that it would foster further research on the topics of readability assessment and text simplification.","url_abs":"https://aclanthology.org/W18-0535","url_pdf":"https://aclanthology.org/W18-0535.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":"feature-engineering","task_name":"Feature Engineering"},{"task_slug":"text-classification","task_name":"Text Classification"},{"task_slug":"text-simplification","task_name":"Text Simplification"}],"methods":[],"datasets_introduced":[{"slug":"onestopenglish","name":"OneStopEnglish","full_name":""}],"methods_introduced":[],"results":[{"leaderboard":"/sota/text-classification-on-onestopenglish","task":"Text Classification","dataset":"OneStopEnglish (Readability Assessment)","model":"SMO (Sequential Minimal Optimization)","rank_in_archive_order":4,"of":5,"metrics":{"Accuracy (5-fold)":"0.781"},"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}