no code implementations • SIGDIAL (ACL) 2021 • Vevake Balaraman, Seyedmostafa Sheikhalishahi, Bernardo Magnini
This paper aims at providing a comprehensive overview of recent developments in dialogue state tracking (DST) for task-oriented conversational systems.
2 code implementations • 2 Oct 2019 • Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani
This is the first public benchmark on a multi-centre critical care dataset, comparing the performance of clinical gold standard with our predictive model.
no code implementations • 15 Aug 2019 • Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T. Dudley, Alberto Lavelli, Fabio Rinaldi, Venet Osmani
There is a notable use of relatively simple methods, such as shallow classifiers (or combination with rule-based methods), due to the interpretability of predictions, which still represents a significant issue for more complex methods.