Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model

Kashyap Raiyani; Teresa Gonçalves; Paulo Quaresma; Vitor Nogueira

doi:10.18653/v1/S19-2094

Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model

Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, Vitor Nogueira

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Abstract

This paper shares insight from participating in SemEval-2019 Task 5. The main propose of this system-description paper is to facilitate the reader with replicability and to provide insightful analysis of the developed system. Here in Vista.ue, we proposed a single multilingual hate speech detection model. This model was ranked 46/70 for English Task A and 31/43 for English Task B. Vista.ue was able to rank 38/41 for Spanish Task A and 22/25 for Spanish Task B.

Anthology ID:: S19-2094
Volume:: Proceedings of the 13th International Workshop on Semantic Evaluation
Month:: June
Year:: 2019
Address:: Minneapolis, Minnesota, USA
Editors:: Jonathan May, Ekaterina Shutova, Aurelie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad
Venue:: SemEval
SIG:: SIGLEX
Publisher:: Association for Computational Linguistics
Note:
Pages:: 524–528
Language:
URL:: https://aclanthology.org/S19-2094/
DOI:: 10.18653/v1/S19-2094
Bibkey:
Cite (ACL):: Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, and Vitor Nogueira. 2019. Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 524–528, Minneapolis, Minnesota, USA. Association for Computational Linguistics.
Cite (Informal):: Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model (Raiyani et al., SemEval 2019)
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PDF:: https://aclanthology.org/S19-2094.pdf

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@inproceedings{raiyani-etal-2019-vista,
    title = "Vista.ue at {S}em{E}val-2019 Task 5: Single Multilingual Hate Speech Detection Model",
    author = "Raiyani, Kashyap  and
      Gon{\c{c}}alves, Teresa  and
      Quaresma, Paulo  and
      Nogueira, Vitor",
    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/S19-2094/",
    doi = "10.18653/v1/S19-2094",
    pages = "524--528",
    abstract = "This paper shares insight from participating in SemEval-2019 Task 5. The main propose of this system-description paper is to facilitate the reader with replicability and to provide insightful analysis of the developed system. Here in Vista.ue, we proposed a single multilingual hate speech detection model. This model was ranked 46/70 for English Task A and 31/43 for English Task B. Vista.ue was able to rank 38/41 for Spanish Task A and 22/25 for Spanish Task B."
}

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%0 Conference Proceedings
%T Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model
%A Raiyani, Kashyap
%A Gonçalves, Teresa
%A Quaresma, Paulo
%A Nogueira, Vitor
%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 raiyani-etal-2019-vista
%X This paper shares insight from participating in SemEval-2019 Task 5. The main propose of this system-description paper is to facilitate the reader with replicability and to provide insightful analysis of the developed system. Here in Vista.ue, we proposed a single multilingual hate speech detection model. This model was ranked 46/70 for English Task A and 31/43 for English Task B. Vista.ue was able to rank 38/41 for Spanish Task A and 22/25 for Spanish Task B.
%R 10.18653/v1/S19-2094
%U https://aclanthology.org/S19-2094/
%U https://doi.org/10.18653/v1/S19-2094
%P 524-528

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Markdown (Informal)

[Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model](https://aclanthology.org/S19-2094/) (Raiyani et al., SemEval 2019)

Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model (Raiyani et al., SemEval 2019)

ACL

Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, and Vitor Nogueira. 2019. Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 524–528, Minneapolis, Minnesota, USA. Association for Computational Linguistics.