Approaching SMM4H with Merged Models and Multi-task Learning

no code implementations • WS 2019 • Tilia Ellendorff, Lenz Furrer, Nicola Colic, No{\"e}mi Aepli, Fabio Rinaldi

We describe our submissions to the 4th edition of the Social Media Mining for Health Applications (SMM4H) shared task.

Multi-Task Learning

UZH@SMM4H: System Descriptions

no code implementations • WS 2018 • Tilia Ellendorff, Joseph Cornelius, Heath Gordon, Nicola Colic, Fabio Rinaldi

Our team at the University of Z{\"u}rich participated in the first 3 of the 4 sub-tasks at the Social Media Mining for Health Applications (SMM4H) shared task.

Document Classification General Classification +4

Refactoring the Genia Event Extraction Shared Task Toward a General Framework for IE-Driven KB Development

no code implementations • WS 2016 • Jin-Dong Kim, Yue Wang, Nicola Colic, Seung Han Beak, Yong Hwan Kim, Min Song

Event Extraction