{"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/supervised-distributional-hypernym-discovery","title":"Supervised Distributional Hypernym Discovery via Domain Adaptation","arxiv_id":null,"date":"2016-11-01","proceeding":"EMNLP 2016 11","authors":["Luis Espinosa-Anke","Jose Camacho-Collados","Claudio Delli Bovi","Horacio Saggion"],"abstract":"","url_abs":"https://aclanthology.org/D16-1041","url_pdf":"https://aclanthology.org/D16-1041.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":"clustering","task_name":"Clustering"},{"task_slug":"domain-adaptation","task_name":"Domain Adaptation"},{"task_slug":"hypernym-discovery","task_name":"Hypernym Discovery"},{"task_slug":"information-retrieval","task_name":"Information Retrieval"},{"task_slug":"knowledge-graphs","task_name":"Knowledge Graphs"},{"task_slug":"natural-language-inference","task_name":"Natural Language Inference"},{"task_slug":"open-information-extraction","task_name":"Open Information Extraction"},{"task_slug":"question-answering","task_name":"Question Answering"},{"task_slug":"word-sense-disambiguation","task_name":"Word Sense Disambiguation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/hypernym-discovery-on-general","task":"Hypernym Discovery","dataset":"General","model":"vTE","rank_in_archive_order":2,"of":8,"metrics":{"MAP":"10.60","MRR":"23.83","P@5":"9.91"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-medical-domain","task":"Hypernym Discovery","dataset":"Medical domain","model":"vTE","rank_in_archive_order":4,"of":8,"metrics":{"MAP":"18.84","MRR":"41.07","P@5":"20.71"},"uses_additional_data":false},{"leaderboard":"/sota/hypernym-discovery-on-music-domain","task":"Hypernym Discovery","dataset":"Music domain","model":"vTE","rank_in_archive_order":4,"of":7,"metrics":{"MAP":"12.99","MRR":"39.36","P@5":"12.41"},"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}