@inproceedings{aggarwal-etal-2019-ltl,
title = "{LTL}-{UDE} at {S}em{E}val-2019 Task 6: {BERT} and Two-Vote Classification for Categorizing Offensiveness",
author = "Aggarwal, Piush and
Horsmann, Tobias and
Wojatzki, Michael and
Zesch, Torsten",
editor = "May, Jonathan and
Shutova, Ekaterina and
Herbelot, Aurelie and
Zhu, Xiaodan and
Apidianaki, Marianna and
Mohammad, Saif M.",
booktitle = "Proceedings of the 13th International Workshop on Semantic Evaluation",
month = jun,
year = "2019",
address = "Minneapolis, Minnesota, USA",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/S19-2121",
doi = "10.18653/v1/S19-2121",
pages = "678--682",
abstract = "We present results for Subtask A and C of SemEval 2019 Shared Task 6. In Subtask A, we experiment with an embedding representation of postings and use BERT to categorize postings. Our best result reaches the 10th place (out of 103). In Subtask C, we applied a two-vote classification approach with minority fallback, which is placed on the 19th rank (out of 65).",
}
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<abstract>We present results for Subtask A and C of SemEval 2019 Shared Task 6. In Subtask A, we experiment with an embedding representation of postings and use BERT to categorize postings. Our best result reaches the 10th place (out of 103). In Subtask C, we applied a two-vote classification approach with minority fallback, which is placed on the 19th rank (out of 65).</abstract>
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%0 Conference Proceedings
%T LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness
%A Aggarwal, Piush
%A Horsmann, Tobias
%A Wojatzki, Michael
%A Zesch, Torsten
%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 aggarwal-etal-2019-ltl
%X We present results for Subtask A and C of SemEval 2019 Shared Task 6. In Subtask A, we experiment with an embedding representation of postings and use BERT to categorize postings. Our best result reaches the 10th place (out of 103). In Subtask C, we applied a two-vote classification approach with minority fallback, which is placed on the 19th rank (out of 65).
%R 10.18653/v1/S19-2121
%U https://aclanthology.org/S19-2121
%U https://doi.org/10.18653/v1/S19-2121
%P 678-682
Markdown (Informal)
[LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness](https://aclanthology.org/S19-2121) (Aggarwal et al., SemEval 2019)
ACL