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ORCIDNusrat Jahan Prottasha
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2020 – today
- 2026
[i14]Nusrat Jahan Prottasha, Md Kowsher, Chun-Nam Yu, Chen Chen, Ozlem O. Garibay:
Monkey Jump : MoE-Style PEFT for Efficient Multi-Task Learning. CoRR abs/2601.06356 (2026)- [i13]Md Kowsher, Haris Mansoor, Nusrat Jahan Prottasha, Özlem Özmen Garibay, Victor Zhu, Zhengping Ji, Chen Chen:
LiME: Lightweight Mixture of Experts for Efficient Multimodal Multi-task Learning. CoRR abs/2604.02338 (2026) - 2025
- [c7]Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi:
Predicting Through Generation: Why Generation Is Better for Prediction. ACL (1) 2025: 26845-26871 - [c6]Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat:
Propulsion: Steering LLM with Tiny Fine-Tuning. COLING 2025: 7569-7597 - [c5]Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi:
Does Self-Attention Need Separate Weights in Transformers? NAACL (Industry Track) 2025: 535-543 - [c4]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:
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. NAACL (Findings) 2025: 4956-4968 - [i12]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:
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. CoRR abs/2502.05729 (2025) - [i11]Nusrat Jahan Prottasha, Md. Kowsher, Hafijur Raman, Israt Jahan Anny, Prakash Bhat, Ivan Garibay, Ozlem O. Garibay:
User Profile with Large Language Models: Construction, Updating, and Benchmarking. CoRR abs/2502.10660 (2025) - [i10]Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi:
Predicting Through Generation: Why Generation Is Better for Prediction. CoRR abs/2502.17817 (2025) - [i9]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:
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models. CoRR abs/2504.14117 (2025) - [i8]Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi:
How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation. CoRR abs/2506.00859 (2025) - 2024
- [j4]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:
SG-PBFS: Shortest Gap-Priority Based Fair Scheduling technique for job scheduling in cloud environment. Future Gener. Comput. Syst. 150: 232-242 (2024) - [c3]Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat:
L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS. Tiny Papers @ ICLR 2024 - [c2]Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin:
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM. NLDB (2) 2024: 56-67 - [i7]Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat:
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs. CoRR abs/2402.01643 (2024) - [i6]Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin:
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM. CoRR abs/2404.02402 (2024) - [i5]Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat:
Propulsion: Steering LLM with Tiny Fine-Tuning. CoRR abs/2409.10927 (2024) - [i4]Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay:
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning. CoRR abs/2410.08598 (2024) - [i3]Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi:
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting. CoRR abs/2410.11674 (2024) - [i2]Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi:
Does Self-Attention Need Separate Weights in Transformers? CoRR abs/2412.00359 (2024) - 2023
- [j3]Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi:
Impact learning: A learning method from feature's impact and competition. J. Comput. Sci. 69: 102011 (2023) - 2022
- [j2]Md. Kowsher, Abdullah As Sami, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Takeshi Koshiba:
Bangla-BERT: Transformer-Based Efficient Model for Transfer Learning and Language Understanding. IEEE Access 10: 91855-91870 (2022) - [j1]Nusrat Jahan Prottasha, Abdullah As Sami, Md. Kowsher, Saydul Akbar Murad, Anupam Kumar Bairagi, Mehedi Masud, Mohammed Baz:
Transfer Learning for Sentiment Analysis Using BERT Based Supervised Fine-Tuning. Sensors 22(11): 4157 (2022) - [i1]Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi:
Impact Learning: A Learning Method from Features Impact and Competition. CoRR abs/2211.02263 (2022) - 2021
- [c1]Md. Kowsher, Imran Hossen, Anik Tahabilder, Nusrat Jahan Prottasha, Md. Murad Hossain Sarker, Nazmul Ahasan, Md Imdadul Hoque:
SDSV: Angle Measurement for Supervised Classification. ACLING 2021: 216-223
Coauthor Index
aka: Özlem Özmen Garibay
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