nlpBDpatriots at BLP-2023 Task 1: A Two-Step Classification for Violence
  Inciting Text Detection in Bangla
Md Nishat Raihan Dhiman Goswami Sadiya Sayara Chowdhury Puspo Marcos Zampieri
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 6th out
of 27 teams with a macro F1 score of 0.74.