Mr. Nahid Hossain

Assistant Professor (Category 2) , Dept. of CSE

ROOM: 418 (A)

PABX: 3117

Email: nahid@cse.uiu.ac.bd

www.nahid.org

Experience

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:

  1. Software Engineering & Lab
  2. Compiler Design & Lab
  3. Algorithms
  4. Object Oriented Programming & Lab
  5. Life Skills for Success
  6. Structured Programming Language & Lab
  7. Theory of Computation
  8. Web Programming

 

Masters Courses Taken:

  1. 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

2023

An improved extrinsic monolingual plagiarism detection approach of the bengali text

Natural Language Processing

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

Machine LearningNatural Language Processing

Publication: Neural Computing and Applications

Author List: Nahid Hossain, Salekul Islam, Swakkhar Shatabda,

2022

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,

2021

Development of Bangla Spell and Grammar Checkers: Resource Creation and Evaluation

Natural Language Processing

Publication: IEEE Access

Author List: Mohammad Nurul Huda, Nahid Hossain, Salekul Islam,

Conference Papers

2021

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,

2020

A Comprehensive Dialect Conversion Approach from Chittagonian to Standard Bangla

Natural Language Processing

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

Natural Language Processing

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

Natural Language Processing

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,

2019

A Bangla Spam Email Detection and Datasets Creation Approach based on Machine Learning Algorithms

Natural Language Processing

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

Natural Language Processing

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

Natural Language Processing

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,

2018

A Comprehensive Parts of Speech Tagger for Automatically Checked Valid Bengali Sentences

Natural Language Processing

Conference: 2018 21st International Conference of Computer and Information Technology (ICCIT)

Author List: Mohammad Nurul Huda, Nahid Hossain,