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            <title>Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop &amp; Shared Task</title>
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        <name type="personal">
            <namePart type="given">Graciela</namePart>
            <namePart type="family">Gonzalez-Hernandez</namePart>
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            <namePart type="given">Davy</namePart>
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    <abstract>We present our results for the shared tasks 2, 4 and 9 at the SMM4H Workshop at COLING 2022 achieved by succesfully fine-tuning pre-trained language models to the downstream tasks. We identify the occurence of code-switching in the test data for task 2 as a possible source of considerable performance degradation on the test set scores. We successfully exploit structural linguistic similarities in the datasets of tasks 4 and 9 for training on joined datasets, scoring first in task 9 and on par with SOTA in task 4.</abstract>
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%0 Conference Proceedings
%T Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9
%A Claeser, Daniel
%A Kent, Samantha
%Y Gonzalez-Hernandez, Graciela
%Y Weissenbacher, Davy
%S Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task
%D 2022
%8 October
%I Association for Computational Linguistics
%C Gyeongju, Republic of Korea
%F claeser-kent-2022-fraunhofer
%X We present our results for the shared tasks 2, 4 and 9 at the SMM4H Workshop at COLING 2022 achieved by succesfully fine-tuning pre-trained language models to the downstream tasks. We identify the occurence of code-switching in the test data for task 2 as a possible source of considerable performance degradation on the test set scores. We successfully exploit structural linguistic similarities in the datasets of tasks 4 and 9 for training on joined datasets, scoring first in task 9 and on par with SOTA in task 4.
%U https://aclanthology.org/2022.smm4h-1.29
%P 103-107

Markdown (Informal)

[Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9](https://aclanthology.org/2022.smm4h-1.29) (Claeser & Kent, SMM4H 2022)

• Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9 (Claeser & Kent, SMM4H 2022)

ACL

• Daniel Claeser and Samantha Kent. 2022. Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9. In Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task, pages 103–107, Gyeongju, Republic of Korea. Association for Computational Linguistics.