{"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/multi-instance-multi-label-learning-for","title":"Multi-instance Multi-label Learning for Relation Extraction","arxiv_id":null,"date":"2012-07-01","proceeding":"EMNLP 2012 7","authors":["Mihai Surdeanu","Julie Tibshirani","Ramesh Nallapati","Christopher D. Manning"],"abstract":"","url_abs":"https://aclanthology.org/D12-1042","url_pdf":"https://aclanthology.org/D12-1042.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":"multi-label-learning","task_name":"Multi-Label Learning"},{"task_slug":null,"task_name":"Relation"},{"task_slug":"relation-extraction","task_name":"Relation Extraction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/relation-extraction-on-nyt-corpus","task":"Relation Extraction","dataset":"NYT Corpus","model":"MIML-RE","rank_in_archive_order":7,"of":7,"metrics":{"P@10%":"60.7"},"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}