@inproceedings{almatham-etal-2025-balsam, title = "{BALSAM}: A Platform for Benchmarking {A}rabic Large Language Models", author = "Almatham, Rawan Nasser and Darwish, Kareem Mohamed and Al-Rasheed, Raghad and Alshammari, Waad Thuwaini and Alhoshan, Muneera and Almazrua, Amal and Al Wazrah, Asma and Alheraki, Mais and Alam, Firoj and Nakov, Preslav and Alzahrani, Norah A. and Albilali, Eman and Habash, Nizar and El-Sheikh, Abdelrahman Mustafa and Elmallah, Muhammad and Mubarak, Hamdy and Alyafeai, Zaid and Anwar, Mohamed and Li, Haonan and Abdelali, Ahmed and Altwairesh, Nora and Hasanain, Maram and Al-Thubaity, Abdulmohsen and Shehata, Shady and Alhafni, Bashar and Hamed, Injy and Inoue, Go and Elmadani, Khalid N. and Obeid, Ossama and Haouari, Fatima and Elsayed, Tamer and Alghamdi, Emad A. and Almubarak, Khalid and Alshahrani, Saied and Aljareh, Ola and Alajlan, Safa and Alshaqarawi, Areej and Alshihri, Maryam and Alghurabi, Sultana and Alzeghayer, Atikah and Altamimi, Afrah and Alfaifi, Abdullah and Alosaimy, Abdulrahman M", editor = "Darwish, Kareem and Ali, Ahmed and Abu Farha, Ibrahim and Touileb, Samia and Zitouni, Imed and Abdelali, Ahmed and Al-Ghamdi, Sharefah and Alkhereyf, Sakhar and Zaghouani, Wajdi and Khalifa, Salam and AlKhamissi, Badr and Almatham, Rawan and Hamed, Injy and Alyafeai, Zaid and Alowisheq, Areeb and Inoue, Go and Mrini, Khalil and Alshammari, Waad", booktitle = "Proceedings of The Third Arabic Natural Language Processing Conference", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.arabicnlp-main.21/", pages = "258--277", ISBN = "979-8-89176-352-4" }