Conference Paper2026

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

Aldrin Kabya Biswas, Md Fahim, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026)

European Language Resources Association (ELRA), Vol. 11, Issue 16, pp. 10313-10323, ISBN: 2522-2686

Keywords

  • partial rankings
  • language model fine-tuning
  • efficient fine-tuning
  • Semantic similarity

CCDS Authors

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

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

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