@inproceedings{raihan-etal-2023-nlpbdpatriots,
title = "nlp{BD}patriots at {BLP}-2023 Task 1: Two-Step Classification for Violence Inciting Text Detection in {B}angla - Leveraging Back-Translation and Multilinguality",
author = "Raihan, Md Nishat and
Goswami, Dhiman and
Puspo, Sadiya Sayara Chowdhury and
Zampieri, Marcos",
editor = "Alam, Firoj and
Kar, Sudipta and
Chowdhury, Shammur Absar and
Sadeque, Farig and
Amin, Ruhul",
booktitle = "Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.banglalp-1.20",
doi = "10.18653/v1/2023.banglalp-1.20",
pages = "179--184",
abstract = "In this paper, we discuss the nlpBDpatriots entry to the shared task on Violence Inciting Text Detection (VITD) organized as part of the first workshop on Bangla Language Processing (BLP) co-located with EMNLP. The aim of this task is to identify and classify the violent threats, that provoke further unlawful violent acts. Our best-performing approach for the task is two-step classification using back translation and multilinguality which ranked $6^{th}$ out of 27 teams with a macro F1 score of 0.74.",
}
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<abstract>In this paper, we discuss the nlpBDpatriots entry to the shared task on Violence Inciting Text Detection (VITD) organized as part of the first workshop on Bangla Language Processing (BLP) co-located with EMNLP. The aim of this task is to identify and classify the violent threats, that provoke further unlawful violent acts. Our best-performing approach for the task is two-step classification using back translation and multilinguality which ranked 6^th out of 27 teams with a macro F1 score of 0.74.</abstract>
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%0 Conference Proceedings
%T nlpBDpatriots at BLP-2023 Task 1: Two-Step Classification for Violence Inciting Text Detection in Bangla - Leveraging Back-Translation and Multilinguality
%A Raihan, Md Nishat
%A Goswami, Dhiman
%A Puspo, Sadiya Sayara Chowdhury
%A Zampieri, Marcos
%Y Alam, Firoj
%Y Kar, Sudipta
%Y Chowdhury, Shammur Absar
%Y Sadeque, Farig
%Y Amin, Ruhul
%S Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)
%D 2023
%8 December
%I Association for Computational Linguistics
%C Singapore
%F raihan-etal-2023-nlpbdpatriots
%X In this paper, we discuss the nlpBDpatriots entry to the shared task on Violence Inciting Text Detection (VITD) organized as part of the first workshop on Bangla Language Processing (BLP) co-located with EMNLP. The aim of this task is to identify and classify the violent threats, that provoke further unlawful violent acts. Our best-performing approach for the task is two-step classification using back translation and multilinguality which ranked 6^th out of 27 teams with a macro F1 score of 0.74.
%R 10.18653/v1/2023.banglalp-1.20
%U https://aclanthology.org/2023.banglalp-1.20
%U https://doi.org/10.18653/v1/2023.banglalp-1.20
%P 179-184
Markdown (Informal)
[nlpBDpatriots at BLP-2023 Task 1: Two-Step Classification for Violence Inciting Text Detection in Bangla - Leveraging Back-Translation and Multilinguality](https://aclanthology.org/2023.banglalp-1.20) (Raihan et al., BanglaLP 2023)
ACL