Oscar Garcia

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2022

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dezzai@SMM4H’22: Tasks 5 & 10 - Hybrid models everywhere
Miguel Ortega-Martín | Alfonso Ardoiz | Oscar Garcia | Jorge Álvarez | Adrián Alonso
Proceedings of the Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task

This paper presents our approaches to SMM4H’22 task 5 - Classification of tweets of self-reported COVID-19 symptoms in Spanish, and task 10 - Detection of disease mentions in tweets – SocialDisNER (in Spanish). We have presented hybrid systems that combine Deep Learning techniques with linguistic rules and medical ontologies, which have allowed us to achieve outstanding results in both tasks.
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