Md. Arid Hasan

Sentiment Classification in Bangla Textual Content: A Comparative Study

2020

Sentiment analysis has been widely used to understand our views on social and political agendas or user experiences over a product. It is one of the cores and well-researched areas in NLP. However, for low-resource …

Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings

2024 · arXiv (Cornell University)

Large language models (LLMs) have garnered significant interest in natural language processing (NLP), particularly their remarkable performance in various downstream tasks in resource-rich languages. Recent studies have highlighted the limitations of LLMs in low-resource languages, …

AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs

2024 · arXiv (Cornell University)

Arabic, with its rich diversity of dialects, remains significantly underrepresented in Large Language Models, particularly in dialectal variations. We address this gap by introducing seven synthetic datasets in dialects alongside Modern Standard Arabic (MSA), created …