Search Results for author: Joseph Cornelius

Found 6 papers, 1 papers with code

Approaching SMM4H with auto-regressive language models and back-translation

no code implementations NAACL (SMM4H) 2021 Joseph Cornelius, Tilia Ellendorff, Fabio Rinaldi

We describe our submissions to the 6th edition of the Social Media Mining for Health Applications (SMM4H) shared task.

Translation

COVID-19 Twitter Monitor: Aggregating and Visualizing COVID-19 Related Trends in Social Media

no code implementations SMM4H (COLING) 2020 Joseph Cornelius, Tilia Ellendorff, Lenz Furrer, Fabio Rinaldi

Social media platforms offer extensive information about the development of the COVID-19 pandemic and the current state of public health.

Parallel sequence tagging for concept recognition

3 code implementations16 Mar 2020 Lenz Furrer, Joseph Cornelius, Fabio Rinaldi

In all 20 annotation sets of the concept-annotation task, our system outperforms the pipeline system reported as a baseline in the CRAFT shared task 2019.

named-entity-recognition Named Entity Recognition +1

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

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