Mr. Nahid Hossain
Assistant Professor, Dept. of CSE
ROOM: 418 (A)
PABX: 3117
Email: nahid@cse.uiu.ac.bd
www.nahid.orgExperience
| Assistant Professor (6 March, 2021 to Present) & Program Coordinator (23 February, 2024 to Present), Dept of CSE Institute : United International University , Dhaka (Bangladesh) |
| Lecturer, Dept. of CSE (26 April, 2018 to 5 March, 2021) Institute : United International University , Dhaka (Bangladesh) |
| Software Engineer, Dept. of Natural Language Processing(NLP) (26 July,2017 – 25 April,2018) Institute : eGeneration Ltd. ,Ghulshan-1, Dhaka (Bangladesh) |
Research Interest
- Natural Language Processing
- Machine Learning
Education
| MSc in CSE
Summa Cum Laude |
| BSc in CS (Exchange program for a Semester)
Fully funded scholarship by European Union (EU) |
| BSc in CSE
Gold Medalist and Summa Cum Laude |
| Diploma in Engineering on CST |
Courses
Bachelor Courses Taken:
- Software Engineering & Lab
- Compiler Design & Lab
- Algorithms
- Object Oriented Programming & Lab
- Life Skills for Success
- Structured Programming Language & Lab
- Theory of Computation
- Web Programming
Masters Courses Taken:
- Object Oriented Programming
Supervisions
COMPLETED SUPERVISIONS:::
| 9. | Duration: Summer 2022-Fall 2022Thesis Title: Deep Learning-based Homographs Identifications in Few-shot Cross-lingual Machine Translation for all Indo-Aryan Languages
Students:Tasmin Sanjida, Md.Hedayetur Rahman, Doha Khan Mozlish, Ayeasha Akter, Rashedur Rahman, Mohammed Mubin Publication: Draft in progress |
| 8. | Duration: Spring 2022-Summer 2022Thesis Title: MixAugmentor and RePair: A Text and Image Data Augmentation Model
Students:Ahmed, Tonmoy Saha, Md Enamul Haque, Md Khalid Redwan Mobin, Razia Sultana Nila, Safiqul Islam Nirob Publication: Draft in progress |
| 7. | Duration: Spring 2021-Summer 2021Thesis Title: Deep Learning based Threat Call Detection
Students: Mohammad Masudul Alam, Khalid Saifullah, Prosenjit Majumder Joy, Jadir Ibna Hasan Publication: Under Review |
| 6. | Duration: Fall 2020-Spring 2021Thesis Title: Bangladesh Crime Reports Analysis and Prediction
Students: Md Pavel Rahman, A.K.M Ifranul Hoque, Md. Faysal Ahmed, Iftekhirul, Ashraful Alam Publication:Md Pavel Rahman, A.K.M Ifranul Hoque, Md. Faysal Ahmed, Iftekhirul, Ashraful Alam and Nahid Hossain, “Bangladesh Crime Reports Analysis and Prediction,” 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM), Pahang, Malaysia, 2021, pp. 453-458, doi: 10.1109/ICSECS52883.2021.00089. [Publisher: IEEE] |
| 5. | Duration: Summer 2020-Fall 2020Thesis Title: Text Simplification Approach to Reduce Linguistic Complexity of Bengali Language
Students: Anas Al Azmi, Anika Tabassum, Fariha Tasnim, Afroja Akter, Shis Mohammad, Saroar Jahan Publication: Nahid Hossain and Adil Ahnaf, “BERT-based Text Simplification Approach to Reduce Linguistic Complexity of Bangla Language” 2021 International Conference on Intelligent Technology, System and Service for Internet of Everything(ITSS-IoE 2021), 2021, pp. 1-5, doi: 10.1109/ITSS-IoE53029.2021.9615303. Sanna, Yemen [Publisher: IEEE] |
| 4. | Duration: Summer 2019-Fall 2019Thesis Title: Comprehensive Dialect Conversion Approach from Chittagonian to Standard Bangla
Students: Hafizur Rahman Milon, Sheikh Nasir Uddin Sabbir, Azfar Inan, Enamule Hoque, Nifat Islam Publication: Hafizur Rahman Milon, Sheikh Nasir Uddin Sabbir, Azfar Inan, and Nahid Hossain, “A Comprehensive Dialect Conversion Approach from Chittagonian to Standard Bangla,” 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 214- 217, doi: 10.1109/TENSYMP50017.2020.9230714. |
| 3. | Duration: Summer 2019-Fall 2019Thesis Title:Upoma: A Dynamic Online Price Comparison Tool for Bangladeshi E-commerce Websites
Students: Ashraful Alam, Atqiya Abida Anjum, Fahmid Shafat Tasin, Mizanur Rahman Reyad, Sadia Afrin Sinthee Publication: Ashraful Alam, Atqiya Abida Anjum, Fahmid Shafat Tasin, Mizanur Rahman Reyad, Sadia Afrin Sinthee, and Nahid Hossain, “Upoma: A Dynamic Online Price Comparison Tool for Bangladeshi E-commerce Websites” 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 194-197, doi: 10.1109/TENSYMP50017.2020.9230862. |
| 2. | Duration: Summer 2019-Fall 2019Thesis Title:Closed Domain Bangla Extrinsic Monolingual Plagiarism Detection and Corpus Creation Approach
Students: Adil Ahnaf, Tuhin Reza, Shadhin Saha, Md. Rakibul Hasan, Ariful Haque Chowdhury Publication: Adil Ahnaf, Shadhin Saha, and Nahid Hossain, “Closed Domain Bangla Extrinsic Monolingual Plagiarism Detection and Corpus Creation Approach” 2020 IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh, 2020, pp. 146-149, doi: 10.1109/TENSYMP50017.2020.9230801. |
| 1. | Duration: Summer 2018-Fall 2018Thesis Title: Adheetee: A Comprehensive Bangla Virtual Assistant
Students: Syed Mohidul Islam, Most Fowziya Akther Houya, Syed Mynul Islam Publication: Syed Mohidul Islam, Most Fowziya Akther Houya, Syed Mynul Islam, Salekul Islam and Nahid Hossain, “Adheetee: A Comprehensive Bangla Virtual Assistant,” 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, Bangladesh, 2019, pp. 1-6, doi: 10.1109/ICASERT.2019.8934903. |
ACTIVE/RUNNING SUPERVISIONS:::
| 1. | Title: A Comprehensive Guide to ID Verification Service with E-KYC and Escrow” Students: Jumana Ahmed Nidra, Md. Asif Iqbal, Amit Das, Akash Karmaker, Riya Banik Completion: 80% |
| 2. | Title: Deep Learning based Robust OCR for Handwritten Bengali Texts Students: Abu Abdullah, Md. Siam Rahman, A K M Monir Hossain, Jul Karni Completion: 80% |
| 3. | Title: Mechanix- an online emergency vehicle assistance system Students: Md. Shajid Arman, Safinaz Khan, Ejaz Ahmed, Mehedi Hasan, Ashraful Islam Completion: 25% |
| 4. | Title: A Comprehensve Bangla Stemming & Lemmatization Technique Students: Md. Nourose Naim Rhedoy, Md. Asif Khan, Arafat Ullah, Syeda Umma Naima, Sadia Islam, Md Miraz Kamal Hemal Completion: 25% |
| 5. | Title: UIUCORP: Monolingual and Bilingual Balanced Bengali Corpus Creation and Analysis Students: Md Rokibul Hasan, Mohammad Safin Mahmud, Md. Mahadi Hasan Rakib , Dabarjun Mazumdar, Abrar Asef, Main Uddin Completion: 25% |
| 6. | Title: English Article Evaluation Technique: A Case of IELTS Students: Labib Azad, Abdullah Bin Abdul Aziz, Nazma Akter Anita, Nazmus Sakib Nayan, Abdulla Al Samir Completion: 25% |
| 7. | Title: Bangla dialect to standard Bangla Voice Conversion Students: Hasibul Hasan Rupok, Sunny Sutradhar, Mahmudul Hasan Bibul, Mehedi Hasan Jony, Emam Hasan Foyez, Muminul Islam Completion: 25% |
| 8. | Title: Personalized AI Chatbot for User-Provided Data: A Multi-Purpose Approach Students: Najmul Hasan Rifat, Dipta Pal, Md Abdul Mobin, Abu Sakel Ridoy Completion: 25% |
Personal Website
Visit personal website: nahid.org
Developer & Maintainer of Latex Package: “bangla” view documentation
Developer & Maintainer of Python Package: “bangla-python” view documentation
Publication
Journal Papers
An improved extrinsic monolingual plagiarism detection approach of the bengali text
Publication: International Journal of Electrical and Computer Engineering (IJECE)
Author List: Nabila Sabrin Sworna, Nahid Hossain,
Panini: a transformer-based grammatical error correction method for bangla
Publication: Neural Computing and Applications
Author List: Nahid Hossain, Salekul Islam, Swakkhar Shatabda,
Inclusive bidirectional conversion system between Chittagonian and standard Bangla
Publication: Bulletin of Electrical Engineering and Informatics
Author List: Nahid Hossain, Azfar Inan, Hafizur Rahman Milon, Sheikh Nasir Uddin Sabbir,
Development of Bangla Spell and Grammar Checkers: Resource Creation and Evaluation
Publication: IEEE Access
Author List: Mohammad Nurul Huda, Nahid Hossain, Salekul Islam,
Conference Papers
Bangladesh Crime Reports Analysis and Prediction
Conference: 2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM)
Author List: Nahid Hossain, A. K. M Ifranul Hoque, Ashraful Alam, Iftekhirul Iftekhirul, Md. Faysal Ahmed,
BERT-based Text Simplification Approach to Reduce Linguistic Complexity of Bangla Language
Conference: International Conference on Intelligent Technology, System and Service for Internet of Everything (ITSS-IoE 2021), Sanna, Yemen
Author List: Nahid Hossain, Adil Ahnaf,
Abstractive Headline Generation from Bangla News Articles Using Seq2Seq RNNs with Global Attention
Conference: International Conference on Science & Contemporary Technologies(ICSCT), Bangladesh
Author List: Nahid Hossain, Md Nazmul Khan Liton, Nabila Sabrin Sworna, Ruhul Amin,
Prediction of Political and Local Conflicts in Bangladesh: An Event Analysis
Conference: International Conference on Science & Contemporary Technologies(ICSCT), Bangladesh
Author List: Nahid Hossain, Adil Ahnaf, H M Mahmudul Hasan,
A Comprehensive Dialect Conversion Approach from Chittagonian to Standard Bangla
Conference: 2020 IEEE Region 10 Symposium (TENSYMP)
Author List: Nahid Hossain, Azfar Inan, Hafizur Rahman Milon, Sheikh Nasir Uddin Sabbir,
Upoma: A Dynamic Online Price Comparison Tool for Bangladeshi E-commerce Websites
Conference: 2020 IEEE Region 10 Symposium (TENSYMP)
Author List: Nahid Hossain, Ashraful Alam, Atqiya Abida Anjum, Fahmid Shafat Tasin, Mizanur Rahman Reyad, Sadia Afrin Sinthee,
Multiclass Classification for Bangla News Tags with Parallel CNN Using Word Level Data Augmentation
Conference: 2020 IEEE Region 10 Symposium (TENSYMP)
Author List: Nabila Sabrin Sworna, Nahid Hossain, Ruhul Amin,
Closed Domain Bangla Extrinsic Monolingual Plagiarism Detection and Corpus Creation Approach
Conference: 2020 IEEE Region 10 Symposium (TENSYMP)
Author List: Nahid Hossain, Adil Ahnaf, Shadhin Saha,
A Bangla Spam Email Detection and Datasets Creation Approach based on Machine Learning Algorithms
Conference: 2019 3rd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)
Author List: Nahid Hossain, Md. Moshiur Rahman, Ruhul Amin,
Disha: An Implementation of Machine Learning Based Bangla Healthcare Chatbot
Conference: 2019 22nd International Conference on Computer and Information Technology (ICCIT)
Author List: Nahid Hossain, Md Nazmul Khan Liton, Md. Moshiur Rahman, Ruhul Amin,
Adheetee: A Comprehensive Bangla Virtual Assistant
Conference: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)
Author List: Nahid Hossain, Most Fowziya Akther Houya, Salekul Islam, Syed Mohidul Islam, Syed Mynul Islam,
A Comprehensive Parts of Speech Tagger for Automatically Checked Valid Bengali Sentences
Conference: 2018 21st International Conference of Computer and Information Technology (ICCIT)
Author List: Mohammad Nurul Huda, Nahid Hossain,
