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

  • Research Assistant, CCDS

Published at

CHI, BEA, BLP

Research Interests

Machine Learning, Natural Language Processing

Ishita Sur Apan
Ishita Sur Apan

Ishita Sur Apan

  • Intern, CCDS

Published at

ECCV, BEA

Research Interests

Natural Language Processing, Multimodal Learning, Software Engineering

Muhtasim Ibteda Shochcho
Muhtasim Ibteda Shochcho

Muhtasim Ibteda Shochcho

  • Intern, CCDS

Published at

CHI, BEA

Research Interests

Machine Learning, Natural Language Processing

MD Fahim
Md Fahim

MD Fahim

  • Research Assistant, CCDS

Published at

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

Research Interests

Machine Learning, Natural Language Processing

Mohammad Ashfaq Ur Rahman
Mohammad Ashfaq Ur Rahman

Mohammad Ashfaq Ur Rahman

  • Intern, CCDS

Published at

CHI, BEA

Research Interests

Machine Learning, Natural Language Processing

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

Published at

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

Amin Ahsan Ali, PhD
Amin Ahsan Ali, PhD

Amin Ahsan Ali, PhD

  • Director, AI/ML Wing

Professor

Department of Computer Science and Engineering

Independent University, Bangladesh

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

Research Interests

Artificial Intelligence, Machine Learning