متابعة
Nusrat Jahan Prottasha
Nusrat Jahan Prottasha
Graduate Research Assistant, Stevens Institute of Technology
بريد إلكتروني تم التحقق منه على diu.edu.bd
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Transfer learning for sentiment analysis using BERT based supervised fine-tuning
NJ Prottasha, AA Sami, M Kowsher, SA Murad, AK Bairagi, M Masud, ...
Sensors 22 (11), 4157, 2022
1642022
Bangla-bert: transformer-based efficient model for transfer learning and language understanding
M Kowsher, AA Sami, NJ Prottasha, MS Arefin, PK Dhar, T Koshiba
IEEE Access 10, 91855-91870, 2022
762022
LSTM-ANN & BiLSTM-ANN: Hybrid deep learning models for enhanced classification accuracy
M Kowsher, A Tahabilder, MZI Sanjid, NJ Prottasha, MS Uddin, ...
Procedia Computer Science 193, 131-140, 2021
442021
Bangla intelligence question answering system based on mathematics and statistics
M Kowsher, MMM Rahman, SS Ahmed, NJ Prottasha
2019 22nd International Conference on Computer and Information Technology …, 2019
262019
SG-PBFS: Shortest gap-priority based fair scheduling technique for job scheduling in cloud environment
SA Murad, ZRM Azmi, AJM Muzahid, MDKB Bhuiyan, M Saib, N Rahimi, ...
Future Generation Computer Systems 150, 232-242, 2024
242024
An enhanced neural word embedding model for transfer learning
M Kowsher, MSI Sobuj, MF Shahriar, NJ Prottasha, MS Arefin, PK Dhar, ...
Applied Sciences 12 (6), 2848, 2022
242022
Predicting the Appropriate Mode of Childbirth using Machine Learning Algorithm
M Kowsher, NJ Prottasha, M Abdur-Rakib, MS Alam, A Tahabilder, ...
192021
Support directional shifting vector: A direction based machine learning classifier
M Kowsher, I Hossen, A Tahabilder, NJ Prottasha, K Habib, ZRM Azmi
Emerging Science Journal 5 (5), 700-713, 2021
162021
Computer-aided system for extending the performance of diabetes analysis and prediction
SA Murad, ZRM Azmi, ZH Hakami, NJ Prottasha, M Kowsher
2021 International Conference on Software Engineering & Computer Systems and …, 2021
122021
BnVec: Towards the development of word embedding for Bangla language processing
M Kowsher, MJ Uddin, A Tahabilder, NJ Prottasha, M Ahmed, KR Alam, ...
Int. J. Eng. Technol 10 (2), 95, 2021
82021
Lemmatization algorithm development for bangla natural language processing
M Kowsher, A Tahabilder, MMH Sarker, MZI Sanjid, NJ Prottasha
2020 Joint 9th International Conference on Informatics, Electronics & Vision …, 2020
82020
Knowledge-base optimization to reduce the response time of bangla chatbot
M Kowsher, A Tahabilder, MZI Sanjid, NJ Prottasha, MMH Sarker
2020 Joint 9th International Conference on Informatics, Electronics & Vision …, 2020
82020
Machine learning based recommendation systems for the mode of childbirth
M Kowsher, NJ Prottasha, A Tahabilder, MB Islam
Cyber Security and Computer Science: Second EAI International Conference …, 2020
72020
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs
M Kowsher, MSI Sobuj, A Mahmud, NJ Prottasha, P Bhat
arXiv preprint arXiv:2402.01643, 2023
42023
Impact learning: A learning method from feature’s impact and competition
NJ Prottasha, SA Murad, AJM Muzahid, M Rana, M Kowsher, A Adhikary, ...
Journal of Computational Science 69, 102011, 2023
42023
Propulsion: Steering LLM with Tiny Fine-Tuning
M Kowsher, NJ Prottasha, P Bhat
arXiv preprint arXiv:2409.10927, 2024
22024
From Hybrid Dialogers to Neural Responders
JL Lins, N Reddy, AR Khan, M Kowsher, A Gusain, Y Reddy, X Tang, ...
Alexa Prize SocialBot Grand Challenge 5, 2023
22023
Parameter-efficient fine-tuning of large language models using semantic knowledge tuning
NJ Prottasha, A Mahmud, MSI Sobuj, P Bhat, M Kowsher, N Yousefi, ...
Scientific Reports 14 (1), 30667, 2024
12024
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM
M Kowsher, R Panditi, NJ Prottasha, P Bhat, AK Bairagi, MS Arefin
International Conference on Applications of Natural Language to Information …, 2024
12024
Contrastive Learning for Universal Zero-Shot NLI with Cross-Lingual Sentence Embeddings
M Kowsher, MSI Sobuj, NJ Prottasha, MS Arefin, Y Morimoto
Proceedings of the 3rd Workshop on Multi-lingual Representation Learning …, 2023
12023
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مقالات 1–20