Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
Julien Tourille, Olivier Ferret, Aurélie Névéol, Xavier Tannier · 2017
We present a neural architecture for containment relation identification between medical events and/or temporal expressions.We experiment on a corpus of deidentified 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.