A Unified Linear-Time Framework for Sentence-Level Discourse Parsing. - Xiang Lin; Shafiq R. Joty; Prathyusha Jwalapuram; Saiful Bari (ACL (1), 2019)

Zero-Resource Cross-Lingual Named Entity Recognition. - M. Saiful Bari; Shafiq R. Joty; Prathyusha Jwalapuram (AAAI, 2020)

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space. - Tasnim Mohiuddin; M. Saiful Bari; Shafiq Rayhan Joty (EMNLP (1), 2020)

MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP. - M. Saiful Bari; Muhammad Tasnim Mohiuddin; Shafiq R. Joty (CoRR, 2020)

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP. - M. Saiful Bari; Tasnim Mohiuddin; Shafiq R. Joty (ACL/IJCNLP (1), 2021)

AugVic: Exploiting BiText Vicinity for Low-Resource NMT. - Tasnim Mohiuddin; M. Saiful Bari; Shafiq R. Joty (ACL/IJCNLP (Findings), 2021)

Nearest Neighbour Few-Shot Learning for Cross-lingual Classification. - M. Saiful Bari; Batool Haider; Saab Mansour (EMNLP (1), 2021)

Multitask Prompted Training Enables Zero-Shot Task Generalization. - 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; et al. (CoRR, 2021)

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts. - Stephen H. Bach; Victor Sanh; Zheng Xin Yong; Albert Webson; Colin Raffel; Nihal V. Nayak; Abheesht Sharma; Taewoon Kim 002; M. Saiful Bari; Thibault Févry; Zaid Alyafeai; Manan Dey; et al. (ACL (demo), 2022)

What Language Model to Train if You Have One Million GPU Hours? - 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; et al. (EMNLP (Findings), 2022)

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts. - Stephen H. Bach; Victor Sanh; Zheng Xin Yong; Albert Webson; Colin Raffel; Nihal V. Nayak; Abheesht Sharma; Taewoon Kim 002; M. Saiful Bari; Thibault Févry; Zaid Alyafeai; Manan Dey; et al. (CoRR, 2022)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - 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; et al. (CoRR, 2022)

SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning. - M. Saiful Bari; Aston Zhang; Shuai Zheng 004; Xingjian Shi; Yi Zhu 001; Shafiq Joty; Mu Li 003 (CoRR, 2022)

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. - Md. Tahmid Rahman Laskar; M. Saiful Bari; Mizanur Rahman; Md Amran Hossen Bhuiyan; Shafiq Joty; Jimmy Xiangji Huang (ACL (Findings), 2023)

Crosslingual Generalization through Multitask Finetuning. - Niklas Muennighoff; Thomas Wang; Lintang Sutawika; Adam Roberts; Stella Biderman; Teven Le Scao; M. Saiful Bari; Sheng Shen 001; Zheng Xin Yong; Hailey Schoelkopf; Xiangru Tang; Dragomir Radev; et al. (ACL (1), 2023)

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting. - 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; et al. (ACL (1), 2023)

xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. - Mohammad Abdullah Matin Khan; M. Saiful Bari; Xuan Long Do; Weishi Wang; Md. Rizwan Parvez; Shafiq R. Joty (CoRR, 2023)

BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP. - Mohsinul Kabir; Mohammed Saidul Islam; Md. Tahmid Rahman Laskar; Mir Tafseer Nayeem; M. Saiful Bari; Enamul Hoque (CoRR, 2023)

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards. - Norah 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 (ACL (1), 2024)

XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. - Mohammad Abdullah Matin Khan; M. Saiful Bari; Xuan Do Long; Weishi Wang; Md. Rizwan Parvez; Shafiq Joty (ACL (1), 2024)

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; Mir Tafseer Nayeem; M. Saiful Bari; Enamul Hoque (LREC/COLING, 2024)

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations. - Md. Tahmid Rahman Laskar; Sawsan Alqahtani; M. Saiful Bari; Mizanur Rahman; Mohammad Abdullah Matin Khan; Haidar Khan; Israt Jahan; Amran Bhuiyan; Chee-Wei Tan 001; Md. Rizwan Parvez; Enamul Hoque; Shafiq Joty; et al. (EMNLP, 2024)

The Potential of Exhaust Waste Heat Recovery (WHR) from a Diesel-Gen-Set via Rankine Cycle. - Wing Yee Ng; Sanjith Christopher; Saiful Bari (ICECET, 2024)

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards. - Norah 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 (CoRR, 2024)

ALLaM: Large Language Models for Arabic and English. - 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; et al. (CoRR, 2024)

ALLaM: Large Language Models for Arabic and English. - 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; et al. (ICLR, 2025)

ZeroSumEval: An Extensible Framework For Scaling LLM Evaluation with Inter-Model Competition. - Hisham Abdullah Alyahya; Haidar Khan; Yazeed Alnumay; M. Saiful Bari; Bülent Yener (CoRR, 2025)

ZeroSumEval: Scaling LLM Evaluation with Inter-Model Competition. - Haidar Khan; Hisham Abdullah Alyahya; Yazeed Alnumay; M. Saiful Bari; Bülent Yener (CoRR, 2025)