Publications | Md Mohsinul Kabir

2025

NLP

Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs

M Kabir, A Abrar, and S Ananiadou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025

https://aclanthology.org/2025.emnlp-main.2/

@article{kabir2025checkbox,
  author = {Kabir, M and Abrar, A and Ananiadou, S},
  journal = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing},
  year = {2025},
  month = nov,
  note = {https://aclanthology.org/2025.emnlp-main.2/},
  publisher = {Association for Computational Linguistics},
  title = {Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in {LLMs}},
  doi = {10.18653/v1/2025.emnlp-main.2},
}

NLP

From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling

M Kabir, T Tahsin, and S Ananiadou

Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025

https://aclanthology.org/2025.findings-emnlp.1003/

DOI Bib PDF

@article{kabir2025attention,
  author = {Kabir, M and Tahsin, T and Ananiadou, S},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2025},
  year = {2025},
  month = nov,
  note = {https://aclanthology.org/2025.findings-emnlp.1003/},
  publisher = {Association for Computational Linguistics},
  title = {From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling},
  doi = {10.18653/v1/2025.findings-emnlp.1003},
}

NLP

Religious Bias Landscape in Language and Text-to-Image Models: Analysis, Detection, and Debiasing Strategies

Ajwad Abrar, Nafisa Tabassum Oeshy, Mohsinul Kabir, and 1 more author

AI & SOCIETY, Nov 2025

Published online

DOI Bib PDF

@article{abrar2025religious,
  author = {Abrar, Ajwad and Oeshy, Nafisa Tabassum and Kabir, Mohsinul and Ananiadou, Sophia},
  journal = {AI \& SOCIETY},
  year = {2025},
  month = nov,
  note = {Published online},
  publisher = {Springer},
  title = {Religious Bias Landscape in Language and Text-to-Image Models: Analysis, Detection, and Debiasing Strategies},
  doi = {10.1007/s00146-025-02721-z},
}

NLP

Semantic Label Drift in Cross-Cultural Translation

Mohsinul Kabir, Tasnim Ahmed, Md Mezbaur Rahman, and 2 more authors

arXiv, Oct 2025

https://arxiv.org/abs/2510.25967

DOI Bib PDF

@article{kabir2025semantic,
  author = {Kabir, Mohsinul and Ahmed, Tasnim and Rahman, Md Mezbaur and Giannouris, Polydoros and Ananiadou, Sophia},
  journal = {arXiv},
  year = {2025},
  month = oct,
  note = {https://arxiv.org/abs/2510.25967},
  publisher = {},
  title = {Semantic Label Drift in Cross-Cultural Translation},
  doi = {10.48550/arXiv.2510.25967},
}

A Benchmark Dataset and LLMs Comparison for NFR Classification with Explainable AI

E Ebtida Sakib, A Akib, M Muktadir Mazumder, and 2 more authors

arXiv e-prints, arXiv:2510.18096, Oct 2025

https://arxiv.org/abs/2510.18096

DOI Bib PDF

@article{kabir2025benchmark,
  author = {Sakib, E Ebtida and Akib, A and Mazumder, M Muktadir and Raida, M Noushin and Kabir, M},
  journal = {arXiv e-prints, arXiv:2510.18096},
  year = {2025},
  month = oct,
  note = {https://arxiv.org/abs/2510.18096},
  publisher = {},
  title = {A Benchmark Dataset and {LLMs} Comparison for {NFR} Classification with Explainable {AI}},
  doi = {10.48550/arXiv.2510.18096},
}

Asteroid Family Classification with Machine Learning: Investigative Analysis of a Novel Two-Step Approach for Categorizing Known Small Asteroid Families

FA Shams, AAM Nafiz, MS Mohosheu, and 4 more authors

Experimental Astronomy, Feb 2025

DOI Bib PDF

@article{shams2025asteroid,
  author = {Shams, FA and Nafiz, AAM and Mohosheu, MS and Hoque, MM and Abir, SR and Ratul, RH and others},
  journal = {Experimental Astronomy},
  year = {2025},
  month = feb,
  note = {},
  publisher = {Springer},
  title = {Asteroid Family Classification with Machine Learning: Investigative Analysis of a Novel Two-Step Approach for Categorizing Known Small Asteroid Families},
  doi = {10.1007/s10686-025-09982-y},
  volume = {59},
  number = {1},
  pages = {11}
}

Towards Automated Recipe Genre Classification Using Semi-Supervised Learning

N Sakib, GM Shahariar, MM Kabir, and 2 more authors

PloS one, Jan 2025

DOI Bib PDF

@article{sakib2025recipe,
  author = {Sakib, N and Shahariar, GM and Kabir, MM and Hasan, MK and Mahmud, H},
  journal = {PloS one},
  year = {2025},
  month = jan,
  note = {},
  publisher = {Public Library of Science},
  title = {Towards Automated Recipe Genre Classification Using Semi-Supervised Learning},
  doi = {10.1371/journal.pone.0317697},
  volume = {20},
  number = {1},
  pages = {e0317697}
}

NLP

FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task

Z Liu, K Wang, Z Bao, and 6 more authors

In Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing Conference, Jan 2025

https://aclanthology.org/2025.finnlp-1.30/

DOI Bib PDF

@inproceedings{liu2025finnlp,
  author = {Liu, Z and Wang, K and Bao, Z and Zhang, X and Dong, J and Yang, K and Kabir, M and Giannouris, P and others},
  booktitle = {Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing Conference},
  year = {2025},
  month = jan,
  note = {https://aclanthology.org/2025.finnlp-1.30/},
  publisher = {Association for Computational Linguistics},
  title = {{FinNLP-FNP-LLMFinLegal-2025} Shared Task: Financial Misinformation Detection Challenge Task},
  doi = {},
}

HCI

Islamic Lifestyle Applications: Meeting the Spiritual Needs of Modern Muslims

Mohsinul Kabir, Mohammad Ridwan Kabir, and Riasat Islam

International Journal of Human–Computer Interaction, Jan 2025

DOI Bib PDF

@article{kabir2024islamic,
  author = {Kabir, Mohsinul and Kabir, Mohammad Ridwan and Islam, Riasat},
  title = {Islamic Lifestyle Applications: Meeting the Spiritual Needs of Modern Muslims},
  journal = {International Journal of Human–Computer Interaction},
  volume = {0},
  number = {0},
  pages = {1--29},
  year = {2025},
  publisher = {Taylor \& Francis},
  doi = {10.1080/10447318.2025.2595545},
  url = {https://doi.org/10.1080/10447318.2025.2595545},
}

2024

NLP

BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP

Mohsinul Kabir, Mohammed Saidul Islam, Md Tahmid Rahman Laskar, and 3 more authors

In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024

Torino, Italia

DOI Bib PDF

@inproceedings{kabir2024benllm,
  author = {Kabir, Mohsinul and Islam, Mohammed Saidul and Laskar, Md Tahmid Rahman and Nayeem, Mir Tafseer and Bari, M Saiful and Hoque, Enamul},
  booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)},
  year = {2024},
  month = may,
  note = {Torino, Italia},
  publisher = {ELRA and ICCL},
  title = {{BenLLM-Eval}: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on {Bengali} {NLP}},
  doi = {},
  pages = {2238--2252}
}

NLP

BDA: Bangla Text Data Augmentation Framework

M Tariquzzaman, AN Anam, N Haque, and 3 more authors

arXiv preprint arXiv:2412.08753, Dec 2024

https://arxiv.org/abs/2412.08753

DOI Bib PDF

@article{tariquzzaman2024bda,
  author = {Tariquzzaman, M and Anam, AN and Haque, N and Kabir, M and Mahmud, H and Hasan, MK},
  journal = {arXiv preprint arXiv:2412.08753},
  year = {2024},
  month = dec,
  note = {https://arxiv.org/abs/2412.08753},
  publisher = {},
  title = {{BDA}: {Bangla} Text Data Augmentation Framework},
  doi = {10.48550/arXiv.2412.08753},
}

NLP

Unveiling Depression on Social Media: Active Learning with Human-in-the-Loop Labeling for Mental Health Data Annotation and Analysis

M Kabir, FB Kader, NH Nujat, and 4 more authors

In International Conference on Applications of Natural Language to Information Systems, 2024

DOI Bib PDF

@inproceedings{kabir2024depression,
  author = {Kabir, M and Kader, FB and Nujat, NH and Sogir, TB and Shams, FA and Mahmud, H and Hasan, K},
  booktitle = {International Conference on Applications of Natural Language to Information Systems},
  year = {2024},
  month = {},
  note = {},
  publisher = {Springer},
  title = {Unveiling Depression on Social Media: Active Learning with Human-in-the-Loop Labeling for Mental Health Data Annotation and Analysis},
  doi = {10.1007/978-3-031-70239-6_6},
}

2023

NLP

DEPTWEET: A Typology for Social Media Texts to Detect Depression Severities

Mohsinul Kabir, Tasnim Ahmed, Md Bakhtiar Hasan, and 4 more authors

Computers in Human Behavior, Feb 2023

Volume 139

DOI Bib PDF

@article{kabir2023deptweet,
  author = {Kabir, Mohsinul and Ahmed, Tasnim and Hasan, Md Bakhtiar and Laskar, Md Tahmid Rahman and Joarder, Tarun Kumar and Mahmud, Hasan and Hasan, Kamrul},
  journal = {Computers in Human Behavior},
  year = {2023},
  month = feb,
  note = {Volume 139},
  publisher = {Elsevier},
  title = {{DEPTWEET}: A Typology for Social Media Texts to Detect Depression Severities},
  doi = {10.1016/j.chb.2022.107503},
  volume = {139},
  pages = {107503}
}

NLP

the_linguists at BLP-2023 Task 1: A Novel Informal Bangla Fasttext Embedding for Violence Inciting Text Detection

M Tariquzzaman, MW Kader, A Anam, and 4 more authors

In Proceedings of the First Workshop on Bangla Language Processing (BLP-2023), Aug 2023

https://aclanthology.org/2023.banglalp-1.26/

DOI Bib PDF

@inproceedings{tariquzzaman2023linguists,
  author = {Tariquzzaman, M and Kader, MW and Anam, A and Haque, N and Kabir, M and Mahmud, H and others},
  booktitle = {Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)},
  year = {2023},
  month = aug,
  note = {https://aclanthology.org/2023.banglalp-1.26/},
  publisher = {Association for Computational Linguistics},
  title = {the\_linguists at {BLP-2023} Task 1: A Novel Informal {Bangla} {Fasttext} Embedding for Violence Inciting Text Detection},
  doi = {10.18653/v1/2023.banglalp-1.26},
}

NLP

Math Word Problem Solving by Generating Linguistic Variants of Problem Statements

SR Raiyan, MN Faiyaz, SMJ Kabir, and 3 more authors

In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: ACL Student Research Workshop), Jul 2023

Toronto, Canada

DOI Bib PDF

@inproceedings{raiyan2023math,
  author = {Raiyan, SR and Faiyaz, MN and Kabir, SMJ and Kabir, M and Mahmud, H and Hasan, MK},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: ACL Student Research Workshop)},
  year = {2023},
  month = jul,
  note = {Toronto, Canada},
  publisher = {Association for Computational Linguistics},
  title = {Math Word Problem Solving by Generating Linguistic Variants of Problem Statements},
  doi = {10.18653/v1/2023.acl-srw.49},
  pages = {5530--5543}
}

NLP

When Words Fail, Emojis Prevail: A Novel Architecture for Generating Sarcastic Sentences with Emoji Using Valence Reversal and Semantic Incongruity

FB Kader, NH Nujat, TB Sogir, and 3 more authors

In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: ACL Student Research Workshop), Jul 2023

Toronto, Canada

DOI Bib PDF

@inproceedings{kader2023emojis,
  author = {Kader, FB and Nujat, NH and Sogir, TB and Kabir, M and Mahmud, H and Hasan, MK},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: ACL Student Research Workshop)},
  year = {2023},
  month = jul,
  note = {Toronto, Canada},
  publisher = {Association for Computational Linguistics},
  title = {When Words Fail, Emojis Prevail: A Novel Architecture for Generating Sarcastic Sentences with Emoji Using Valence Reversal and Semantic Incongruity},
  doi = {10.18653/v1/2023.acl-srw.47},
}

NLP

BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews

Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan, and 2 more authors

In Findings of the Association for Computational Linguistics: ACL 2023, Jul 2023

Toronto, Canada

DOI Bib PDF

@inproceedings{banglabook2023,
  author = {Kabir, Mohsinul and Mahfuz, Obayed Bin and Raiyan, Syed Rifat and Mahmud, Hasan and Hasan, Md Kamrul},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2023},
  year = {2023},
  month = jul,
  note = {Toronto, Canada},
  publisher = {Association for Computational Linguistics},
  title = {{BanglaBook}: A Large-scale {Bangla} Dataset for Sentiment Analysis from Book Reviews},
  doi = {10.18653/v1/2023.findings-acl.80},
  pages = {1000--1008}
}

2022

NLP

Performance Analysis of Transformer-Based Architectures and Their Ensembles to Detect Trait-Based Cyberbullying

T Ahmed, S Ivan, M Kabir, and 2 more authors

Social Network Analysis and Mining, May 2022

DOI Bib PDF

@article{ahmed2022performance,
  author = {Ahmed, T and Ivan, S and Kabir, M and Mahmud, H and Hasan, K},
  journal = {Social Network Analysis and Mining},
  year = {2022},
  month = may,
  note = {},
  publisher = {Springer},
  title = {Performance Analysis of Transformer-Based Architectures and Their Ensembles to Detect Trait-Based Cyberbullying},
  doi = {10.1007/s13278-022-00892-x},
  volume = {12},
  number = {1},
  pages = {99}
}

Assorted, Archetypal and Annotated Two Million (3A2M) Cooking Recipes Dataset Based on Active Learning

N Sakib, GM Shahariar, MM Kabir, and 2 more authors

In International Conference on Machine Intelligence and Emerging Technologies, 2022

https://link.springer.com/chapter/10.1007/978-3-031-34622-4_15

DOI Bib PDF

@inproceedings{sakib2022cooking,
  author = {Sakib, N and Shahariar, GM and Kabir, MM and Hasan, MK and Mahmud, H},
  booktitle = {International Conference on Machine Intelligence and Emerging Technologies},
  year = {2022},
  month = {},
  note = {https://link.springer.com/chapter/10.1007/978-3-031-34622-4_15},
  publisher = {Springer},
  title = {Assorted, Archetypal and Annotated Two Million {(3A2M)} Cooking Recipes Dataset Based on Active Learning},
  doi = {10.1007/978-3-031-34622-4_15},
}

NLP

Computational Sarcasm Analysis on Social Media: A Systematic Review

FB Kader, NH Nujat, TB Sogir, and 3 more authors

arXiv preprint arXiv:2209.06170, Sep 2022

https://arxiv.org/abs/2209.06170

DOI Bib PDF

@article{kader2022sarcasm,
  author = {Kader, FB and Nujat, NH and Sogir, TB and Kabir, M and Mahmud, H and Hasan, K},
  journal = {arXiv preprint arXiv:2209.06170},
  year = {2022},
  month = sep,
  note = {https://arxiv.org/abs/2209.06170},
  publisher = {},
  title = {Computational Sarcasm Analysis on Social Media: A Systematic Review},
  doi = {10.48550/arXiv.2209.06170},
}

2021

Am I Being Bullied on Social Media? An Ensemble Approach to Categorize Cyberbullying

T Ahmed, M Kabir, S Ivan, and 2 more authors

In 2021 IEEE International Conference on Big Data (Big Data), 2021

DOI Bib PDF

@inproceedings{ahmed2021bullying,
  author = {Ahmed, T and Kabir, M and Ivan, S and Mahmud, H and Hasan, K},
  booktitle = {2021 IEEE International Conference on Big Data (Big Data)},
  year = {2021},
  month = {},
  note = {},
  publisher = {IEEE},
  title = {Am {I} Being Bullied on Social Media? An Ensemble Approach to Categorize Cyberbullying},
  doi = {10.1109/BigData52589.2021.9671594},
}

2020

HCI

Gaming Insight: Conversion of Popular Sedentary Games into Motion-Based Form

M Kabir, QFF Dhruba, H Mahmud, and 2 more authors

International Journal of Human-Computer Interaction, 2020

DOI Bib PDF

@article{kabir2020gaming,
  author = {Kabir, M and Dhruba, QFF and Mahmud, H and Hasan, MK and Zaman, AR},
  journal = {International Journal of Human-Computer Interaction},
  year = {2020},
  month = {},
  note = {},
  publisher = {Taylor \& Francis},
  title = {Gaming Insight: Conversion of Popular Sedentary Games into Motion-Based Form},
  doi = {10.1080/10447318.2020.1726597},
}