Vineeth Ravi
2022
AIR-JPMC@SMM4H’22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling
Adrian Garcia Hernandez
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Leung Wai Liu
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Akshat Gupta
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Vineeth Ravi
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Saheed O. Obitayo
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Xiaomo Liu
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Sameena Shah
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task
We present our response to Task 5 of the Social Media Mining for Health Applications (SMM4H) 2022 competition. We share our approach into classifying whether a tweet in Spanish about COVID-19 symptoms pertain to themselves, others, or not at all. Using a combination of BERT based models, we were able to achieve results that were higher than the median result of the competition.
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Co-authors
- Adrian Garcia Hernandez 1
- Leung Wai Liu 1
- Akshat Gupta 1
- Saheed O. Obitayo 1
- Xiaomo Liu 1
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