Prottasha, Nusrat Jahan

1. Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning
   2024/10/11 by Nusrat Jahan Prottasha, Asif Mahmud, Prottasha, Nusrat Jahan +11 · 5 citations
   Computer Science · #Topic Modeling
2. PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
   2025/04/19 by Prottasha, Nusrat Jahan, Chowdhury, Upama Roy, Mohanto, Shetu +7 · 6 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. User Profile with Large Language Models: Construction, Updating, and Benchmarking
   2025/02/15 by Nusrat Jahan Prottasha, Prottasha, Nusrat Jahan, Md. Kowsher +10 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
4. Propulsion: Steering LLM with Tiny Fine-Tuning
   2024/09/17 by Md. Kowsher, Kowsher, Md, Nusrat Jahan Prottasha +3 · 2 citations
   Computer Science · Engineering · #Robotic Path Planning Algorithms #Spacecraft Dynamics and Control #Electrohydrodynamics and Fluid Dynamics
5. L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs
   2023/12/21 by Md. Kowsher, Md. Shohanur Islam Sobuj, Kowsher, Md. +7 · 1 citation
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Lexicography and Language Studies #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
6. Does Self-Attention Need Separate Weights in Transformers?
   2024/11/30 by Kowsher, Md, Prottasha, Nusrat Jahan, Yu, Chun-Nam +2 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
   2024/10/15 by Md. Kowsher, Kowsher, Md, Md. Shohanur Islam Sobuj +9 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis