Faculty Profile

Mohammad Abdullah Al Mumin, PhD

Professor

Contact Information

  • Office Address: Professor Institute of Shahjalal University of Science and Technology, Sylhet-3114, Bangladesh
  • Phone: +8801711445110
  • Email: mumin-cse@sust.edu

Biography

Mohammad Abdullah Al Mumin is a Professor at the Department of Computer Science and Engineering at the Shahjalal University of Science and Technology (SUST), Sylhet, Bangladesh.

Mumin explores research on machine translation, corpus linguistics, natural language processing, and deep learning. Mumin is the founder of Bangla computing lab,BanglaSketch, at SUST. He is the developer of the largest Bangla representative monolingual corpus, SUMono and the largest English-Bangla balanced parallel corpus, SUPara. Currently, Mumin has been working on two machine translation (MT) system projects: shu-torjoma and shu-anubad, which are based on statistical and neural MT approach, respectively.

Mumin received his B.Sc.(Engg.) degree in Electronics and Computer Science from SUST in 2000 and M.Sc.(Engg.) degree in Computer Science and Engineering from SUST in 2012. He is currently pursuing his Ph.D. degree in English-Bangla machine translation at the same university.

Mr. Mumin's awards and honors include the ongoing ICT Fellowship (Bangladesh ICT Division) from 2016, the Chancellor's Gold Medal Award in 2001, and Bangladesh Government Fellowship from 1995 to 2000.

Web: https://www.banglasketch.org
Email: mumin-cse@sust.org; muminfcc35@gmail.com

Education

  • PhD [2015 - 2020] in Neural Machine Translation, Shahjalal University of Science and Technology, Sylhet
  • M.Sc.(Thesis) [2012] in Computer Science & Engineering, Shahjalal University of Science & Technolgy, Sylhet
  • B. Sc.(Engg.) [1998] in Electronics & Computer Science, Shahjalal University of Science & Technology, Sylhet

Research Interests

  • Corpus Linguistics, Neural Machine Translation, Statistical Machine Translation, Computational Linguistics, Natural Language Processing, Deep Learning

Active Research Project

  • SHU-ANUBAD : A Neural - based English - Bangla Machine Translation System.

Previous Research Project

  • SHU-TARJOMA : A Statistical - based English - Bangla Machine Translation System.
  • SUMono : A Representative Modern Bangla Corpus
  • SUPara : A Balanced English - Bangla Parallel Corpus

Journal Publish

  • 1. 1. Md. Basim Uddin Ahmed, Md. Abdullah Al Mumin, Mahruba Sharmin Chowdhury and Ananta Akash Podder, A Systematic Literature Review on English and Bangla Topic Modeling. Journal of Computer Science, 17(1), 1-18, 2020.
  • 2. Md. Abdullah Al Mumin, Md. ImdadulHaqueMilon, and M. Jahirul Islam, Neural-based Question Answering System on Bangla Wikipedia Dataset, Journal of Computer Science and Engineering, Vol. 1, pp 73-81, 2019.
  • 3. Md. Abdullah Al Mumin, Rafi Islam Arnob, RashidulHasan, and Md. Reza Selim, English to Bangla Statistical Machine Translation using Factored Translation Model, Journal of Computer Science and Engineering, Vol. 1, pp 1-13, 2019.
  • 4. 3. Md. Abdullah Al Mumin, Md Hanif Seddiqui, M Zafar Iqbal, and M Jahirul Islam, shu-torjoma: EnglishBangla Statistical Machine Translation System, Journal of Computer Science, Vol. 15(7), pp 1022-1039, 2019.
  • 5. 2. Md. Abdullah Al Mumin, Md Hanif Seddiqui, M Zafar Iqbal, and M Jahirul Islam, Neural Machine Translation for Low-resource English-Bangla, Journal of Computer Science, Vol. 15(11), pp 1627-1637, 2019.
  • 6. Khaled HasanSazzad,Md. Abdullah Al Mumin, and Md. AnwarulAzim, Keyword Extraction in Bangla Scientific Documents: A Hybrid Approach, Computer Science and Engineering Research Journal, Vol. 11, pp 28-35, 2018.
  • 7. Md. Abdullah Al Mumin,MezanulHoqueChy, Md. AsrafuzzamanMollah, and Md. Reza Selim, English to Bangla Statistical Machine Translation using Neural Probabilistic Language Model, Computer Science and Engineering Research Journal, Vol. 11, pp 1-8, 2018.
  • 8. Md. Reza Selim, Sabir Ismail, and Md. Abdullah Al Mumin, Improving Efficiency of Bijoy Keyboard Layout by Repositioning Characters, SUST Journal of Science and Technology, Vol. 24, No. 1, pp 25-36, 2016.
  • 9. Md. Abdullah Al Mumin, Abu Awal Md. Shoeb, Md. Reza Selim, and M. Zafar Iqbal, SUMono: A Representative Modern Bengali Corpus, SUST Journal of Science and Technology, Vol. 21, No. 1, pp 77-85, 2013.
  • 10. Arun Krishna Paul and Md. Abdullah Al Mumin, A Fine-Grained Tagset for Bengali Language, SUST Journal of Science and Technology, Vol. 21, No. 1, pp 1-8, 2013.
  • 11. Md. Abdullah Al Mumin, Abu Awal Md. Shoeb, Md. Reza Selim, and M. Zafar Iqbal, SUPara: A Balanced English-Bengali Parallel Corpus, SUST Journal of Science and Technology, Vol. 16, No. 2, pp 46-51, 2012.

Awards & Recognition

  • ICT Scholarship, ICT Division, People Republic of Bangladesh
  • Chancellors Gold Medal

Conference

  • 1. Sabir Ismail, Md. Shahidur Rahman and Md. Abdullah Al Mumin, Developing an Automated Bangla Parts of Speech Tagged Dictionary, Proceedings of the International Conference on Computer and Information Technology (ICCIT), Khulna University, Khulna, March, 2014.
  • 2. Arun Krishna Paul and Md. Abdullah Al Mumin, Proposed Tagging Techniques for Bengali, Proceedings of the International Conference on Engineering Research, Innovation and Education (ICERIE), SUST, Sylhet, January, 2013.
  • 3. Alam, M.Z.; Bose, S.; Rahman, M.M.; Abdullah Al Mumin, M., Small Office PBX Using Voice Over Internet Protocol (VOIP), Advanced Communication Technology, The 9th International Conference on , vol.3, no., pp.1618-1622, February, 2007.
  • 4. Md. Abdullah Al Mumin, Mohammad Iftekhar Ahmed, Mohammad Alauddin Bhuiyan, Mohammad Reza Selim and Muhammed Zafar Iqbal, An Implementation of Machine Translation between Bangla and English, Proceedings of the International Conference on Computer and Information Technology (ICCIT), NSU, Dhaka, pp. 290-293, January, 2001.

Teaching

  • Natural Language Processing
  • Software Engineering
  • Machine Translation
  • Programmin Language - Python