{"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/tempeval-3-evaluating-events-time-expressions","title":"TempEval-3: Evaluating Events, Time Expressions, and Temporal Relations","arxiv_id":"1206.5333","date":"2012-06-22","proceeding":null,"authors":["Naushad UzZaman","Hector Llorens","James Allen","Leon Derczynski","Marc Verhagen","James Pustejovsky"],"abstract":"We describe the TempEval-3 task which is currently in preparation for the\nSemEval-2013 evaluation exercise. The aim of TempEval is to advance research on\ntemporal information processing. TempEval-3 follows on from previous TempEval\nevents, incorporating: a three-part task structure covering event, temporal\nexpression and temporal relation extraction; a larger dataset; and single\noverall task quality scores.","url_abs":"http://arxiv.org/abs/1206.5333v2","url_pdf":"http://arxiv.org/pdf/1206.5333v2.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":"tempeval-3-evaluating-events-time-expressions","repo_url":"https://github.com/naushadzaman/tempeval3_toolkit","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null},{"paper_slug":"tempeval-3-evaluating-events-time-expressions","repo_url":"https://github.com/dennlinger/python3-tempeval-toolkit","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":null,"task_name":"Relation"},{"task_slug":"relation-extraction","task_name":"Relation Extraction"},{"task_slug":"temporal-relation-extraction","task_name":"Temporal Relation Extraction"}],"methods":[],"datasets_introduced":[{"slug":"tempeval-3","name":"TempEval-3","full_name":"TempEval-3: events, times, and temporal relations"}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1206.5333","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}