{"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/unsupervised-word-sense-induction-using","title":"Unsupervised Word Sense Induction using Distributional Statistics","arxiv_id":null,"date":"2014-08-01","proceeding":"COLING 2014 8","authors":["Kartik Goyal","Eduard Hovy"],"abstract":"","url_abs":"https://aclanthology.org/C14-1123","url_pdf":"https://aclanthology.org/C14-1123.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":"information-retrieval","task_name":"Information Retrieval"},{"task_slug":"machine-translation","task_name":"Machine Translation"},{"task_slug":"word-sense-disambiguation","task_name":"Word Sense Disambiguation"},{"task_slug":"word-sense-induction","task_name":"Word Sense Induction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/word-sense-induction-on-semeval-2010-wsi-1","task":"Word Sense Induction","dataset":"SemEval 2010 WSI","model":"LDA","rank_in_archive_order":3,"of":5,"metrics":{"AVG":"16.34","F-Score":"60.7","V-Measure":"4.4"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}