@inproceedings{plaza-del-arco-etal-2020-sinai,
title = "{SINAI} at {S}em{E}val-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models",
author = "Plaza del Arco, Flor Miriam and
Molina Gonz{\'a}lez, M. Dolores and
Ure{\~n}a-L{\'o}pez, Alfonso and
Martin, Maite",
editor = "Herbelot, Aurelie and
Zhu, Xiaodan and
Palmer, Alexis and
Schneider, Nathan and
May, Jonathan and
Shutova, Ekaterina",
booktitle = "Proceedings of the Fourteenth Workshop on Semantic Evaluation",
month = dec,
year = "2020",
address = "Barcelona (online)",
publisher = "International Committee for Computational Linguistics",
url = "https://aclanthology.org/2020.semeval-1.211",
doi = "10.18653/v1/2020.semeval-1.211",
pages = "1622--1627",
abstract = "This paper describes the participation of SINAI team at Task 12: OffensEval 2: Multilingual Offensive Language Identification in Social Media. In particular, the participation in Sub-task A in English which consists of identifying tweets as offensive or not offensive. We preprocess the dataset according to the language characteristics used on social media. Then, we select a small set from the training set provided by the organizers and fine-tune different Transformerbased models in order to test their effectiveness. Our team ranks 20th out of 85 participants in Subtask-A using the XLNet model.",
}
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<abstract>This paper describes the participation of SINAI team at Task 12: OffensEval 2: Multilingual Offensive Language Identification in Social Media. In particular, the participation in Sub-task A in English which consists of identifying tweets as offensive or not offensive. We preprocess the dataset according to the language characteristics used on social media. Then, we select a small set from the training set provided by the organizers and fine-tune different Transformerbased models in order to test their effectiveness. Our team ranks 20th out of 85 participants in Subtask-A using the XLNet model.</abstract>
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%0 Conference Proceedings
%T SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models
%A Plaza del Arco, Flor Miriam
%A Molina González, M. Dolores
%A Ureña-López, Alfonso
%A Martin, Maite
%Y Herbelot, Aurelie
%Y Zhu, Xiaodan
%Y Palmer, Alexis
%Y Schneider, Nathan
%Y May, Jonathan
%Y Shutova, Ekaterina
%S Proceedings of the Fourteenth Workshop on Semantic Evaluation
%D 2020
%8 December
%I International Committee for Computational Linguistics
%C Barcelona (online)
%F plaza-del-arco-etal-2020-sinai
%X This paper describes the participation of SINAI team at Task 12: OffensEval 2: Multilingual Offensive Language Identification in Social Media. In particular, the participation in Sub-task A in English which consists of identifying tweets as offensive or not offensive. We preprocess the dataset according to the language characteristics used on social media. Then, we select a small set from the training set provided by the organizers and fine-tune different Transformerbased models in order to test their effectiveness. Our team ranks 20th out of 85 participants in Subtask-A using the XLNet model.
%R 10.18653/v1/2020.semeval-1.211
%U https://aclanthology.org/2020.semeval-1.211
%U https://doi.org/10.18653/v1/2020.semeval-1.211
%P 1622-1627
Markdown (Informal)
[SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models](https://aclanthology.org/2020.semeval-1.211) (Plaza del Arco et al., SemEval 2020)
ACL