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孟加拉仇恨言论语料库:一个大规模的孟加拉语基准,用于仇恨言论分类及基于变压器的深度学习方法。

BanglaHateCorpus: A large-scale bangla benchmark for hate speech classification and a transformer-based deep learning method.
Rodela AT、Sobhani ME、Raiyan SN · PloS one · 2026-11-03

研究信息

期刊 / 来源
PloS one
发表日期
2026-11-03
文献库
PubMed
作者
Rodela AT, Sobhani ME, Raiyan SN
DOI
10.1371/journal.pone.0361339
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英文原文摘要全文

Hate speech on social media refers to content that threatens, attacks, or dehumanizes people or groups based on specified characteristics, thereby eroding trust, worsening societal divisions, and causing psychological harm to the targeted communities. In digitally connected South Asian societies, strong in-group bonds and online inter-group hatred can rapidly lead to real-world violence, a risk intensified by the proliferation of Bangla texts, highlighting the urgent need for robust detection in this low-resource language. Previous studies have mostly focused on building their datasets by scra

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