A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese

Arthur Buzelin; Pedro Torres Bento; Samira Araújo Malaquias Souza; Yan Amorim; Wagner Meira Jr.; Gisele Pappa

A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese

Arthur Buzelin, Pedro Torres Bento, Samira Araújo Malaquias Souza, Yan Amorim, Wagner Meira Jr., Gisele Pappa

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Anthology ID:: 2024.stil-1.23
Volume:: Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology
Month:
Year:: 2024
Address:: Belém do Pará, Brazil
Editors:: Daniela Barreiro Claro, Adriana Pagano
Venues:: STIL | WS
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Publisher:: Association for Computational Linguistics
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Pages:: 228–236
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URL:: https://aclanthology.org/2024.stil-1.23/
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Cite (ACL):: Arthur Buzelin, Pedro Torres Bento, Samira Araújo Malaquias Souza, Yan Amorim, Wagner Meira Jr., and Gisele Pappa. 2024. A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese. In Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology, pages 228–236, Belém do Pará, Brazil. Association for Computational Linguistics.
Cite (Informal):: A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese (Buzelin et al., STIL 2024)
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PDF:: https://aclanthology.org/2024.stil-1.23.pdf

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@inproceedings{buzelin-etal-2024-change,
    title = "A Change in Perspective: The Trade-Off Between Perspective {API} and Custom Models in Classifying Hate Speech in {P}ortuguese",
    author = "Buzelin, Arthur  and
      Bento, Pedro Torres  and
      Souza, Samira Ara{\'u}jo Malaquias  and
      Amorim, Yan  and
      Meira Jr., Wagner  and
      Pappa, Gisele",
    editor = "Claro, Daniela Barreiro  and
      Pagano, Adriana",
    booktitle = "Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology",
    year = "2024",
    address = "Bel{\'e}m do Par{\'a}, Brazil",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.stil-1.23/",
    pages = "228--236"
}

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%0 Conference Proceedings
%T A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese
%A Buzelin, Arthur
%A Bento, Pedro Torres
%A Souza, Samira Araújo Malaquias
%A Amorim, Yan
%A Meira Jr., Wagner
%A Pappa, Gisele
%Y Claro, Daniela Barreiro
%Y Pagano, Adriana
%S Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology
%D 2024
%I Association for Computational Linguistics
%C Belém do Pará, Brazil
%F buzelin-etal-2024-change
%U https://aclanthology.org/2024.stil-1.23/
%P 228-236

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Markdown (Informal)

[A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese](https://aclanthology.org/2024.stil-1.23/) (Buzelin et al., STIL 2024)

A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese (Buzelin et al., STIL 2024)

ACL

Arthur Buzelin, Pedro Torres Bento, Samira Araújo Malaquias Souza, Yan Amorim, Wagner Meira Jr., and Gisele Pappa. 2024. A Change in Perspective: The Trade-Off Between Perspective API and Custom Models in Classifying Hate Speech in Portuguese. In Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology, pages 228–236, Belém do Pará, Brazil. Association for Computational Linguistics.