Nusrat Jahan Prottasha

24 papers B 1Journal 17Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Monkey Jump : MoE-Style PEFT for Efficient Multi-Task Learning. CoRR Nusrat Jahan Prottasha, Md Kowsher, Chun-Nam Yu, Chen Chen, Ozlem O. Garibay
2025	—	`conf`	BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. NAACL (Findings) 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
2025	J	`jnl`	BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. CoRR 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
2025	—	`conf`	Does Self-Attention Need Separate Weights in Transformers? NAACL (Industry Track) Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2025	J	`jnl`	How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi
2025	J	`jnl`	PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models. CoRR 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
2025	—	`conf`	Predicting Through Generation: Why Generation Is Better for Prediction. ACL (1) Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025	J	`jnl`	Predicting Through Generation: Why Generation Is Better for Prediction. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025	B	`conf`	Propulsion: Steering LLM with Tiny Fine-Tuning. COLING Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
2025	J	`jnl`	User Profile with Large Language Models: Construction, Updating, and Benchmarking. CoRR Nusrat Jahan Prottasha, Md. Kowsher, Hafijur Raman, Israt Jahan Anny, Prakash Bhat, Ivan Garibay, Ozlem O. Garibay
2024	J	`jnl`	Does Self-Attention Need Separate Weights in Transformers? CoRR Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2024	J	`jnl`	L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs. CoRR Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat
2024	—	`conf`	L-Tuning: Synchronized Label Tuning for Prompt and Prefix in LLMS. Tiny Papers @ ICLR Md. Kowsher, Md. Shohanur Islam Sobuj, Asif Mahmud, Nusrat Jahan Prottasha, Prakash Bhat
2024	J	`jnl`	LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting. CoRR Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi
2024	J	`jnl`	Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning. CoRR Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay
2024	J	`jnl`	Propulsion: Steering LLM with Tiny Fine-Tuning. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
2024	J	`jnl`	SG-PBFS: Shortest Gap-Priority Based Fair Scheduling technique for job scheduling in cloud environment. Future Gener. Comput. Syst. 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
2024	—	`conf`	Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM. NLDB (2) Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin
2024	J	`jnl`	Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM. CoRR Md. Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi, Mohammad Shamsul Arefin
2023	J	`jnl`	Impact learning: A learning method from feature's impact and competition. J. Comput. Sci. Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2022	J	`jnl`	Bangla-BERT: Transformer-Based Efficient Model for Transfer Learning and Language Understanding. IEEE Access Md. Kowsher, Abdullah As Sami, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Takeshi Koshiba
2022	J	`jnl`	Impact Learning: A Learning Method from Features Impact and Competition. CoRR Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2022	J	`jnl`	Transfer Learning for Sentiment Analysis Using BERT Based Supervised Fine-Tuning. Sensors Nusrat Jahan Prottasha, Abdullah As Sami, Md. Kowsher, Saydul Akbar Murad, Anupam Kumar Bairagi, Mehedi Masud, Mohammed Baz
2021	—	`conf`	SDSV: Angle Measurement for Supervised Classification. ACLING Md. Kowsher, Imran Hossen, Anik Tahabilder, Nusrat Jahan Prottasha, Md. Murad Hossain Sarker, Nazmul Ahasan, Md Imdadul Hoque