Multi-task learning for interpretable cause of death classification using key phrase prediction
Serena Jeblee, Mireille Gomes, Graeme Hirst · 2018
We introduce a multi-task learning model for cause-of-death classification of verbal autopsy narratives that jointly learns to output interpretable key phrases.Adding these key phrases outperforms the baseline model and topic modeling features.