Ideological Stance Detection in a Low-Resource Language: Polarization in Bangladeshi Public vs Private University Discourse on Social Media

cs.CL

Submitted: 2026-10-03

Updated: 2026-10-03

Comments: Accepted for publication at the 2026 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON), 13-14 August 2026, Bangladesh Army University of Engineering & Technology (BAUET), Qadirabad, Natore, Bangladesh

Code: https://github.com/SafaruzzamanShovo/Educational-Ideological-Stance-Detection

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Evaluating Large Language Models for Stance Detection on Financial Targets from SEC Filing Reports and Earnings Call Transcripts
• RoBERTa: A Robustly Optimized BERT Pretraining Approach
• Taking sides: Public Opinion over the Israel-Palestine Conflict in 2021
• LLMs left, right, and center: Assessing GPT's capabilities to label political bias from web domains
• BNLP: Natural language processing toolkit for Bengali language
• BDA: Bangla Text Data Augmentation Framework
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• DeepSeek-V3 Technical Report
• Kimi K2: Open Agentic Intelligence

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