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 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. 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

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