Listwise temporal ordering of events in clinical notes

Serena Jeblee, Graeme Hirst


Abstract
We present metrics for listwise temporal ordering of events in clinical notes, as well as a baseline listwise temporal ranking model that generates a timeline of events that can be used in downstream medical natural language processing tasks.
Anthology ID:
W18-5620
Volume:
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis
Month:
October
Year:
2018
Address:
Brussels, Belgium
Venues:
EMNLP | Louhi | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
177–182
Language:
URL:
https://aclanthology.org/W18-5620
DOI:
10.18653/v1/W18-5620
Bibkey:
Cite (ACL):
Serena Jeblee and Graeme Hirst. 2018. Listwise temporal ordering of events in clinical notes. In Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, pages 177–182, Brussels, Belgium. Association for Computational Linguistics.
Cite (Informal):
Listwise temporal ordering of events in clinical notes (Jeblee & Hirst, 2018)
Copy Citation:
PDF:
https://aclanthology.org/W18-5620.pdf
Code
 sjeblee/chrononet