@InProceedings{tourille-EtAl:2017:Short,
  author    = {Tourille, Julien  and  Ferret, Olivier  and  Neveol, Aurelie  and  Tannier, Xavier},
  title     = {Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers},
  booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
  month     = {July},
  year      = {2017},
  address   = {Vancouver, Canada},
  publisher = {Association for Computational Linguistics},
  pages     = {224--230},
  abstract  = {We present a neural architecture for containment relation identification
	between medical events and/or temporal expressions. We experiment on a corpus
	of de-identified clinical notes in English from the Mayo Clinic, namely the
	THYME corpus. Our model achieves an F-measure of 0.613 and outperforms the best
	result reported on this corpus to date.},
  url       = {http://aclweb.org/anthology/P17-2035}
}