{"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/incremental-joint-extraction-of-entity","title":"Incremental Joint Extraction of Entity Mentions and Relations","arxiv_id":null,"date":"2014-06-01","proceeding":"ACL 2014 6","authors":["Qi Li","Heng Ji"],"abstract":"","url_abs":"https://aclanthology.org/P14-1038","url_pdf":"https://aclanthology.org/P14-1038.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":"relation-extraction","task_name":"Relation Extraction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/relation-extraction-on-ace-2004","task":"Relation Extraction","dataset":"ACE 2004","model":"Joint w/ Global","rank_in_archive_order":10,"of":11,"metrics":{"Cross Sentence":"No","NER Micro F1":"79.7","RE+ Micro F1":"45.3"},"uses_additional_data":false},{"leaderboard":"/sota/relation-extraction-on-ace-2005","task":"Relation Extraction","dataset":"ACE 2005","model":"Joint w/ Global","rank_in_archive_order":13,"of":30,"metrics":{"Cross Sentence":"No","NER Micro F1":"80.8","RE Micro F1":"52.1","RE+ Micro F1":"49.5","Sentence Encoder":"-"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}