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        <title>Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles</title>
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            <namePart type="given">Jonathan</namePart>
            <namePart type="family">May</namePart>
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            <namePart type="given">Saif</namePart>
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    <abstract>This paper examines different approaches and models towards offensive tweet classification which were used as a part of the OffensEval 2019 competition. It reviews Tweet preprocessing, techniques for overcoming unbalanced class distribution in the provided test data, and comparison of multiple attempted machine learning models.</abstract>
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%0 Conference Proceedings
%T Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles
%A Nikolov, Alex
%A Radivchev, Victor
%Y May, Jonathan
%Y Shutova, Ekaterina
%Y Herbelot, Aurelie
%Y Zhu, Xiaodan
%Y Apidianaki, Marianna
%Y Mohammad, Saif M.
%S Proceedings of the 13th International Workshop on Semantic Evaluation
%D 2019
%8 June
%I Association for Computational Linguistics
%C Minneapolis, Minnesota, USA
%F nikolov-radivchev-2019-nikolov
%X This paper examines different approaches and models towards offensive tweet classification which were used as a part of the OffensEval 2019 competition. It reviews Tweet preprocessing, techniques for overcoming unbalanced class distribution in the provided test data, and comparison of multiple attempted machine learning models.
%R 10.18653/v1/S19-2123
%U https://aclanthology.org/S19-2123
%U https://doi.org/10.18653/v1/S19-2123
%P 691-695

Markdown (Informal)

[Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles](https://aclanthology.org/S19-2123) (Nikolov & Radivchev, SemEval 2019)

• Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles (Nikolov & Radivchev, SemEval 2019)

ACL

• Alex Nikolov and Victor Radivchev. 2019. Nikolov-Radivchev at SemEval-2019 Task 6: Offensive Tweet Classification with BERT and Ensembles. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 691–695, Minneapolis, Minnesota, USA. Association for Computational Linguistics.