{"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/crim-at-semeval-2018-task-9-a-hybrid-approach","title":"CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery","arxiv_id":null,"date":"2018-06-01","proceeding":"SEMEVAL 2018 6","authors":["Gabriel Bernier-Colborne","Caroline Barri{\\`e}re"],"abstract":"This report describes the system developed by the CRIM team for the hypernym discovery task at SemEval 2018. This system exploits a combination of supervised projection learning and unsupervised pattern-based hypernym discovery. It was ranked first on the 3 sub-tasks for which we submitted results.","url_abs":"https://aclanthology.org/S18-1116","url_pdf":"https://aclanthology.org/S18-1116.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":[{"paper_slug":"crim-at-semeval-2018-task-9-a-hybrid-approach","repo_url":"https://github.com/gbcolborne/hypernym_discovery","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"hypernym-discovery","task_name":"Hypernym Discovery"},{"task_slug":"relation-extraction","task_name":"Relation Extraction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/hypernym-discovery-on-general","task":"Hypernym Discovery","dataset":"General","model":"CRIM","rank_in_archive_order":1,"of":8,"metrics":{"MAP":"19.78","MRR":"36.10","P@5":"19.03"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-medical-domain","task":"Hypernym Discovery","dataset":"Medical domain","model":"CRIM","rank_in_archive_order":1,"of":8,"metrics":{"MAP":"34.05","MRR":"54.64","P@5":"36.77"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-music-domain","task":"Hypernym Discovery","dataset":"Music domain","model":"CRIM","rank_in_archive_order":1,"of":7,"metrics":{"MAP":"40.97","MRR":"60.93","P@5":"41.31"},"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}