@inproceedings{b2e0f54b28d74b48bfedd9af763a07c8,
title = "SemEval-2015 Task 6: Clinical TempEval",
abstract = "Clinical TempEval 2015 brought the temporal information extraction tasks of past TempEval campaigns to the clinical domain. Nine sub-tasks were included, covering problems in time expression identification, event expression identification and temporal relation identification. Participant systems were trained and evaluated on a corpus of clinical notes and pathology reports from the Mayo Clinic, annotated with an extension of TimeML for the clinical domain. Three teams submitted a total of 13 system runs, with the best systems achieving near-human performance on identifying events and times, but with a large performance gap still remaining for temporal relations.",
author = "Steven Bethard and Leon Derczynski and Guergana Savova and James Pustejovsky and Marc Verhagen",
note = "Funding Information: This work was partially supported by funding from R01LM010090 (THYME) from the National Library of Medicine and from the European Union's Seventh Framework Programme (grant No. 611233, PHEME). Funding Information: This work was partially supported by funding from R01LM010090 (THYME) from the National Library of Medicine and from the European Union{\textquoteright}s Seventh Framework Programme (grant No. 611233, PHEME). Publisher Copyright: {\textcopyright} 2015 Association for Computational Linguistics; 9th International Workshop on Semantic Evaluation, SemEval 2015 ; Conference date: 04-06-2015 Through 05-06-2015",
year = "2015",
language = "English (US)",
series = "SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings",
publisher = "Association for Computational Linguistics (ACL)",
pages = "806--814",
editor = "Preslav Nakov and Torsten Zesch and Daniel Cer and David Jurgens",
booktitle = "SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics",
}