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NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters


Dec 21, 2022
Adiba Mahbub Proma, Md Saiful Islam, Stela Ciko, Raiyan Abdul Baten, Ehsan Hoque

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BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset


May 28, 2022
Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md Saiful Islam

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* Accepted in the 13th Edition of Language Resources and Evaluation Conference (LREC 2022) 

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Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos


Mar 15, 2022
Wasifur Rahman, Masum Hasan, Md Saiful Islam, Titilayo Olubajo, Jeet Thaker, Abdelrahman Abdelkader, Phillip Yang, Tetsuo Ashizawa, Ehsan Hoque

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HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla


Dec 03, 2021
Nauros Romim, Mosahed Ahmed, Md Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin

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* Submitted to ICON 21 (Rejected) 

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Feature Selection for Causal Inference from High Dimensional Observational Data with Outcome Adaptive Elastic Net


Nov 27, 2021
Md Saiful Islam, Md. Noor-E-Alam

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Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network


Nov 19, 2021
Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam

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* 5 pages 

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XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages


Jun 25, 2021
Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar

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* Findings of the Association for Computational Linguistics, ACL 2021 (camera-ready) 

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Algorithms for Solving Nonlinear Binary Optimization Problems in Robust Causal Inference


Dec 22, 2020
Md Saiful Islam, Md Sarowar Morshed, Md. Noor-E-Alam

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Hate Speech detection in the Bengali language: A dataset and its baseline evaluation


Dec 17, 2020
Nauros Romim, Mosahed Ahmed, Hriteshwar Talukder, Md Saiful Islam

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* 13 pages, 02 figures. To appear on International Joint Conference on Advances in Computational Intelligence, 20-21 November 2020 

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Deep Learning Approach Combining Lightweight CNN Architecture with Transfer Learning: An Automatic Approach for the Detection and Recognition of Bangladeshi Banknotes


Dec 10, 2020
Ali Hasan Md. Linkon, Md. Mahir Labib, Faisal Haque Bappy, Soumik Sarker, Marium-E-Jannat, Md Saiful Islam

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* 2020 11th International Conference on Electrical and Computer Engineering (ICECE) 
* 4 pages 

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