{"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/semi-supervised-word-sense-disambiguation","title":"Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains","arxiv_id":null,"date":"2015-05-01","proceeding":"HLT 2015 5","authors":["Hwee Tou Ng","Kaveh Taghipour"],"abstract":null,"url_abs":"https://aclanthology.info/papers/N15-1035/n15-1035","url_pdf":"https://www.aclweb.org/anthology/N15-1035","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-modeling","task_name":"Language Modeling"},{"task_slug":"pos","task_name":"POS"},{"task_slug":"retrieval","task_name":"Retrieval"},{"task_slug":"translation","task_name":"Translation"},{"task_slug":"word-sense-disambiguation","task_name":"Word Sense Disambiguation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/word-sense-disambiguation-on-senseval-2-1","task":"Word Sense Disambiguation","dataset":"SensEval 2 Lexical Sample","model":"IMS + adapted CW","rank_in_archive_order":3,"of":3,"metrics":{"F1":"66.2"},"uses_additional_data":false},{"leaderboard":"/sota/word-sense-disambiguation-on-senseval-3","task":"Word Sense Disambiguation","dataset":"SensEval 3 Lexical Sample","model":"IMS + adapted CW","rank_in_archive_order":3,"of":4,"metrics":{"F1":"73.4"},"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}