@inproceedings{gordeev-lykova-2020-bert,
title = "{BERT} of all trades, master of some",
author = "Gordeev, Denis and
Lykova, Olga",
editor = "Kumar, Ritesh and
Ojha, Atul Kr. and
Lahiri, Bornini and
Zampieri, Marcos and
Malmasi, Shervin and
Murdock, Vanessa and
Kadar, Daniel",
booktitle = "Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying",
month = may,
year = "2020",
address = "Marseille, France",
publisher = "European Language Resources Association (ELRA)",
url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2020.trac-1.15/",
pages = "93--98",
language = "eng",
ISBN = "979-10-95546-56-6",
abstract = "This paper describes our results for TRAC 2020 competition held together with the conference LREC 2020. Our team name was Ms8qQxMbnjJMgYcw. The competition consisted of 2 subtasks in 3 languages (Bengali, English and Hindi) where the participants' task was to classify aggression in short texts from social media and decide whether it is gendered or not. We used a single BERT-based system with two outputs for all tasks simultaneously. Our model placed first in English and second in Bengali gendered text classification competition tasks with 0.87 and 0.93 in F1-score respectively."
}
Markdown (Informal)
[BERT of all trades, master of some](https://preview.aclanthology.org/jlcl-multiple-ingestion/2020.trac-1.15/) (Gordeev & Lykova, TRAC 2020)
ACL
- Denis Gordeev and Olga Lykova. 2020. BERT of all trades, master of some. In Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, pages 93–98, Marseille, France. European Language Resources Association (ELRA).