{"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/300-sparsans-at-semeval-2018-task-9-hypernymy","title":"300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes","arxiv_id":null,"date":"2018-06-01","proceeding":"SEMEVAL 2018 6","authors":["G{\\'a}bor Berend","M{\\'a}rton Makrai","P{\\'e}ter F{\\\"o}ldi{\\'a}k"],"abstract":"This paper describes 300-sparsians{'}s participation in SemEval-2018 Task 9: Hypernym Discovery, with a system based on sparse coding and a formal concept hierarchy obtained from word embeddings. Our system took first place in subtasks (1B) Italian (all and entities), (1C) Spanish entities, and (2B) music entities.","url_abs":"https://aclanthology.org/S18-1152","url_pdf":"https://aclanthology.org/S18-1152.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":"hypernym-discovery","task_name":"Hypernym Discovery"},{"task_slug":"word-embeddings","task_name":"Word Embeddings"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/hypernym-discovery-on-general","task":"Hypernym Discovery","dataset":"General","model":"300-sparsans","rank_in_archive_order":4,"of":8,"metrics":{"MAP":"8.95","MRR":"19.44","P@5":"8.63"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-medical-domain","task":"Hypernym Discovery","dataset":"Medical domain","model":"300-sparsans","rank_in_archive_order":3,"of":8,"metrics":{"MAP":"20.75","MRR":"40.60","P@5":"21.43"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-music-domain","task":"Hypernym Discovery","dataset":"Music domain","model":"300-sparsans","rank_in_archive_order":3,"of":7,"metrics":{"MAP":"29.54","MRR":"46.43","P@5":"28.86"},"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}