Nusrat Jahan Prottasha

According to our database, Nusrat Jahan Prottasha authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation.

Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi

CoRR, June, 2025

PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models.

Nusrat Jahan Prottasha, Upama Roy Chowdhury, Shetu Mohanto, Tasfia Nuzhat, Abdullah As Sami, Md Shamol Ali, Md. Shohanur Islam Sobuj, Hafijur Raman, Md. Kowsher, Ozlem O. Garibay

CoRR, April, 2025

User Profile with Large Language Models: Construction, Updating, and Benchmarking.

Nusrat Jahan Prottasha, Md. Kowsher, Hafijur Raman, Israt Jahan Anny, Prakash Bhat, Ivan Garibay, Ozlem O. Garibay

CoRR, February, 2025

Does Self-Attention Need Separate Weights in Transformers?

Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting.

Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Propulsion: Steering LLM with Tiny Fine-Tuning.

Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Predicting Through Generation: Why Generation Is Better for Prediction.

Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

SG-PBFS: Shortest Gap-Priority Based Fair Scheduling technique for job scheduling in cloud environment.

Saydul Akbar Murad, Zafril Rizal M. Azmi, Abu Jafar Md Muzahid, MD. Khairul Bashar Bhuiyan, Md Saib, Nick Rahimi, Nusrat Jahan Prottasha, Anupam Kumar Bairagi

Future Gener. Comput. Syst., January, 2024

LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting.

Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi

CoRR, 2024

Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning.

Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay

CoRR, 2024

Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM.

Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin

Proceedings of the Natural Language Processing and Information Systems, 2024

L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS.

Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Impact learning: A learning method from feature's impact and competition.

Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi

J. Comput. Sci., May, 2023

2022

Transfer Learning for Sentiment Analysis Using BERT Based Supervised Fine-Tuning.

Nusrat Jahan Prottasha, Abdullah As Sami, Md. Kowsher, Saydul Akbar Murad, Anupam Kumar Bairagi, Mehedi Masud, Mohammed Baz

Sensors, 2022

Impact Learning: A Learning Method from Features Impact and Competition.

Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi

CoRR, 2022

Bangla-BERT: Transformer-Based Efficient Model for Transfer Learning and Language Understanding.

Md. Kowsher, Abdullah As Sami, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Takeshi Koshiba

IEEE Access, 2022

2021

SDSV: Angle Measurement for Supervised Classification.

Md. Kowsher, Imran Hossen, Anik Tahabilder, Nusrat Jahan Prottasha, Md. Murad Hossain Sarker, Nazmul Ahasan, Md Imdadul Hoque

Proceedings of the Fifth International Conference On Arabic Computational Linguistics, 2021