Social bias in large language models for bangla: An empirical study on gender and religious bias

J Sadhu, MR Saha, R Shahriyar - arXiv preprint arXiv:2407.03536, 2024 - arxiv.org
The rapid growth of Large Language Models (LLMs) has put forward the study of biases as a
crucial field. It is important to assess the influence of different types of biases embedded in …

An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models

J Sadhu, MR Saha, R Shahriyar - arXiv preprint arXiv:2407.06432, 2024 - arxiv.org
The influence of Large Language Models (LLMs) is rapidly growing, automating more jobs
over time. Assessing the fairness of LLMs is crucial due to their expanding impact. Studies …

Gender Bias Mitigation for Bangla Classification Tasks

SKS Joy, AH Mahy, M Sultana, AM Abha… - arXiv preprint arXiv …, 2024 - arxiv.org
In this study, we investigate gender bias in Bangla pretrained language models, a largely
under explored area in low-resource languages. To assess this bias, we applied gender …