M. Saiful Bari

39 papers A* 4Journal 21Unranked 14
YearRankTypeTitle / Venue / Authors
2026 — conf
Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models.
EACL (Volume 1: Long Papers)
Sawsan Alqahtani, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Tasnim Mohiuddin, M. Saiful Bari
2026 J jnl
Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models.
CoRR
Sawsan Alqahtani, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Tasnim Mohiuddin, M. Saiful Bari
2025 A* conf
ALLaM: Large Language Models for Arabic and English.
ICLR
M. Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, Nouf M. Alotaibi, Hisham Abdullah Alyahya, Sultan AlRashed, Faisal Abdulrahman Mirza, Shaykhah Z. Alsubaie, Hassan A. Alahmed, Ghadah Alabduljabbar, Raghad Alkhathran, Yousef Almushayqih, Raneem Alnajim, Salman Alsubaihi, Maryam Al Mansour, Saad Amin Hassan, Majed Alrubaian, Ali Alammari, Zaki Alawami, Abdulmohsen Al-Thubaity, et al.
2025 A* conf
AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models.
EMNLP
Alhanoof Althnian, Norah A. Alzahrani, Shaykhah Z. Alsubaie, Eman Albilali, Ahmed Abdelali, Nouf M. Alotaibi, M. Saiful Bari, Yazeed Alnumay, Abdulhamed Alothaimen, Maryam Saif, Shahad D. Alzaidi, Faisal Abdulrahman Mirza, Yousef Almushayqih, Mohammed Al Saleem, Ghadah Alabduljabbar, Abdulmohsen Al-Thubaity, Areeb Alowisheq, Nora Al-Twairesh
2025 J jnl
Beyond Fertility: Analyzing STRR as a Metric for Multilingual Tokenization Evaluation.
CoRR
Mir Tafseer Nayeem, Sawsan Alqahtani, Md. Tahmid Rahman Laskar, Tasnim Mohiuddin, M. Saiful Bari
2025 — conf
ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition.
ACL (3)
Hisham Abdullah Alyahya, Haidar Khan, Yazeed Alnumay, M. Saiful Bari, Bülent Yener
2025 J jnl
ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition.
CoRR
Hisham Abdullah Alyahya, Haidar Khan, Yazeed Alnumay, M. Saiful Bari, Bülent Yener
2025 J jnl
ZeroSumEval: Scaling LLM Evaluation with Inter-Model Competition.
CoRR
Haidar Khan, Hisham Abdullah Alyahya, Yazeed Alnumay, M. Saiful Bari, Bülent Yener
2024 A* conf
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
EMNLP
Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee-Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Huang
2024 J jnl
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
CoRR
Md. Tahmid Rahman Laskar, Sawsan Alqahtani, M. Saiful Bari, Mizanur Rahman, Mohammad Abdullah Matin Khan, Haidar Khan, Israt Jahan, Amran Bhuiyan, Chee Wei Tan, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty, Jimmy Xiangji Huang
2024 J jnl
ALLaM: Large Language Models for Arabic and English.
CoRR
M. Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, Nouf M. Alotaibi, Hisham Abdullah Alyahya, Sultan AlRashed, Faisal Mirza, Shaykhah Alsubaie, Hassan A. Alahmed, Ghadah Alabduljabbar, Raghad Alkhathran, Yousef Almushayqih, Raneem Alnajim, Salman Alsubaihi, Maryam Al Mansour, Majed Alrubaian, Ali Alammari, Zaki Alawami, Abdulmohsen Al-Thubaity, Ahmed Abdelali, Jeril Kuriakose, Abdalghani Abujabal, Nora Al-Twairesh, Areeb Alowisheq, Haidar Khan
2024 — conf
BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP.
LREC/COLING
Mohsinul Kabir, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, M. Saiful Bari, Enamul Hoque
2024 — conf
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards.
ACL (1)
Norah A. Alzahrani, Hisham Abdullah Alyahya, Yazeed Alnumay, Sultan AlRashed, Shaykhah Alsubaie, Yousef Almushayqih, Faisal Mirza, Nouf Alotaibi, Nora Al-Twairesh, Areeb Alowisheq, M. Saiful Bari, Haidar Khan
2024 J jnl
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards.
CoRR
Norah A. Alzahrani, Hisham Abdullah Alyahya, Yazeed Alnumay, Sultan AlRashed, Shaykhah Alsubaie, Yusef Almushaykeh, Faisal Mirza, Nouf Alotaibi, Nora Al-Twairesh, Areeb Alowisheq, M. Saiful Bari, Haidar Khan
2024 — conf
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.
ACL (1)
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Do Long, Weishi Wang, Md. Rizwan Parvez, Shafiq Joty
2023 — conf
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets.
ACL (Findings)
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023 J jnl
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets.
CoRR
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang
2023 — conf
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.
ACL (1)
Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M. Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Edward Raff, Dragomir Radev, Vassilina Nikoulina
2023 J jnl
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP.
CoRR
Mohsinul Kabir, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mir Tafseer Nayeem, M. Saiful Bari, Enamul Hoque
2023 — conf
Crosslingual Generalization through Multitask Finetuning.
ACL (1)
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel
2023 J jnl
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.
CoRR
Mohammad Abdullah Matin Khan, M. Saiful Bari, Xuan Long Do, Weishi Wang, Md. Rizwan Parvez, Shafiq R. Joty
2022 J jnl
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting.
CoRR
Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M. Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Dragomir Radev, Vassilina Nikoulina
2022 J jnl
Crosslingual Generalization through Multitask Finetuning.
CoRR
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel
2022 — conf
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts.
ACL (demo)
Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M. Saiful Bari, Thibault Févry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged Saeed AlShaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Dragomir R. Radev, Mike Tian-Jian Jiang, Alexander M. Rush
2022 J jnl
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts.
CoRR
Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, Nihal V. Nayak, Abheesht Sharma, Taewoon Kim, M. Saiful Bari, Thibault Févry, Zaid Alyafeai, Manan Dey, Andrea Santilli, Zhiqing Sun, Srulik Ben-David, Canwen Xu, Gunjan Chhablani, Han Wang, Jason Alan Fries, Maged Saeed AlShaibani, Shanya Sharma, Urmish Thakker, Khalid Almubarak, Xiangru Tang, Mike Tian-Jian Jiang, Alexander M. Rush
2022 J jnl
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning.
CoRR
M. Saiful Bari, Aston Zhang, Shuai Zheng, Xingjian Shi, Yi Zhu, Shafiq Joty, Mu Li
2022 — conf
What Language Model to Train if You Have One Million GPU Hours?
EMNLP (Findings)
Teven Le Scao, Thomas Wang, Daniel Hesslow, Lucile Saulnier, Stas Bekman, M. Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy
2022 J jnl
What Language Model to Train if You Have One Million GPU Hours?
CoRR
Teven Le Scao, Thomas Wang, Daniel Hesslow, Lucile Saulnier, Stas Bekman, M. Saiful Bari, Stella Biderman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy
2021 J jnl
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT.
CoRR
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2021 — conf
AugVic: Exploiting BiText Vicinity for Low-Resource NMT.
ACL/IJCNLP (Findings)
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2021 J jnl
Multitask Prompted Training Enables Zero-Shot Task Generalization.
CoRR
Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Teven Le Scao, Arun Raja, Manan Dey, M. Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Févry, Jason Alan Fries, Ryan Teehan, Stella Biderman, Leo Gao, Tali Bers, Thomas Wolf, Alexander M. Rush
2021 — conf
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification.
EMNLP (1)
M. Saiful Bari, Batool Haider, Saab Mansour
2021 J jnl
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification.
CoRR
M. Saiful Bari, Batool Haider, Saab Mansour
2021 — conf
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP.
ACL/IJCNLP (1)
M. Saiful Bari, Tasnim Mohiuddin, Shafiq R. Joty
2020 — conf
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
EMNLP (1)
Tasnim Mohiuddin, M. Saiful Bari, Shafiq Rayhan Joty
2020 J jnl
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space.
CoRR
Tasnim Mohiuddin, M. Saiful Bari, Shafiq R. Joty
2020 J jnl
MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP.
CoRR
M. Saiful Bari, Muhammad Tasnim Mohiuddin, Shafiq R. Joty
2020 A* conf
Zero-Resource Cross-Lingual Named Entity Recognition.
AAAI
M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram
2019 J jnl
Zero-Resource Cross-Lingual Named Entity Recognition.
CoRR
M. Saiful Bari, Shafiq R. Joty, Prathyusha Jwalapuram