Conference Paper2025

BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses

Shadman Rohan, Ishita Sur Apan, Muhtasim Ibteda Shochcho, Md Fahim, Mohammad Ashfaq Ur Rahman, AKM Mahbubur Rahman, Amin Ahsan Ali

Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025)

Association for Computational Linguistics, pp. 1266–1277

  • Quality Education — Relevance: 83%

Abstract

Shadman Rohan, Ishita Sur Apan, Muhtasim Ibteda Shochcho, Md Fahim, Mohammad Ashfaq Ur Rahman, AKM Mahbubur Rahman, Amin Ahsan Ali. Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025). 2025.

Keywords

  • MPNet
  • Ensemble learning
  • shared task
  • educational technology

CCDS Authors

Shadman Rohan
Shadman Rohan

Shadman Rohan

  • Alumni, CCDS
  • Lecturer

    Dhaka International University, Bangladesh

  • BSc

    North South University, Bangladesh

Published at

CHI, BEA, BLP

Ishita Sur Apan
Ishita Sur Apan

Ishita Sur Apan

  • Alumni, CCDS
  • PhD Student

    University of South Florida, USA

  • BSc

    University of Dhaka, Bangladesh

Published at

ECCV, BEA

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

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

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

AKM Mahbubur Rahman, PhD
AKM Mahbubur Rhman, PhD

AKM Mahbubur Rahman, PhD

  • Director, DS & IPT Wings
  • Associate Professor

    Department of Computer Science and Engineering

    Independent University, Bangladesh (IUB)

Published at

CHI, ECCV, WACV, PAKDD, LREC, IJCNN, ICPR, ICIP, HCII, BEA, Scientific Reports, Information Sciences

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

Prof. Amin Ahsan Ali, PhD

  • Director, AI/ML Wing
  • Supervisor, ComBio 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