Conference Paper2025

SOMAJGYAAN: A dataset for evaluating LLMs on Bangla culture, social knowledge, and low-resource language adaptation

Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean, Mohammad Ashfaq Ur Rahman, Akm Moshiur Rahman Mazumder, Ahaj Mahhin Faiak, Md Fahim, M Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics

The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, pp. 2157-2177

Abstract

Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean, Mohammad Ashfaq Ur Rahman, Akm Moshiur Rahman Mazumder, Ahaj Mahhin Faiak, Md Fahim, M Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman. Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. 2025.

Keywords

  • social knowledge
  • large language models
  • low-resource languages
  • Bangladeshi culture
  • Bengali language
  • language adaptation

CCDS Authors

Muhtasim Ibteda Shochcho
Muhtasim Ibteda Shochcho

Muhtasim Ibteda Shochcho

  • Alumni, CCDS
  • Software Engineer

    Bangladesh Finance PLC

  • BSc

    Independent University, Bangladesh (IUB)

Published at

CHI, BEA

Mohammad Ashfaq Ur Rahman
Mohammad Ashfaq Ur Rahman

Mohammad Ashfaq Ur Rahman

  • Alumni, CCDS
  • Master's Student

    University of Surrey, United Kingdom

  • BSc

    Independent University, Bangladesh (IUB)

Published at

CHI, BEA

MD Md Fahim
Md Fahim

MD Md Fahim

  • Alumni, CCDS
  • PhD Student

    University of Texas at Dallas, USA

  • BSc

    University of Dhaka, Bangladesh

Published at

ACL, EMNLP, ECAI, WACV, LREC, ICPR, BEA, BLP, Pattern Recognition, Information Sciences, Smart Agricultural Technology

Prof. M Ashraful Amin, PhD
M Ashraful Amin, PhD

Prof. M Ashraful Amin, PhD

  • Founder Director, CCDS
  • Director, AI/ML, HCI & DS Wings

Published at

ACL, CHI, UbiComp, ECAI, WACV, PAKDD, IJCNN, ICPR, ICIP, HCII, CLEF, BLP, Scientific Reports, Pattern Recognition, JMIR, IEEE Access, Smart Agricultural Technology, Frontiers in Computational Neuroscience, Diabetes Research and Clinical Practice, PLOS ONE

Prof. Amin Ahsan Ali, PhD
Amin Ahsan Ali, PhD

Prof. Amin Ahsan Ali, PhD

  • Director, AI/ML Wing
  • Professor

    Department of Computer Science and Engineering

    Independent University, Bangladesh (IUB)

Published at

ACL, CHI, UbiComp, ECCV, IJCAI, ECAI, WACV, IPSN, PAKDD, LREC, IJCNN, ICPR, ICIP, BEA, BLP, ICMLA, Scientific Reports, Scientific Data, Pattern Recognition, Information Sciences, Ad Hoc Networks, Drug and Alcohol Dependence, PLOS ONE