AlGhafa Evaluation Benchmark for Arabic Language Models. - Ebtesam Almazrouei; Ruxandra Cojocaru; Michele Baldo; Quentin Malartic; Hamza Alobeidli; Daniele Mazzotta; Guilherme Penedo; Giulia Campesan; Mugariya Farooq; Maitha Alhammadi; Julien Launay; Badreddine Noune (ArabicNLP, 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data. - Mugariya Farooq; Shahad Hardan; Aigerim Zhumbhayeva; Yujia Zheng 001; Preslav Nakov; Kun Zhang 001 (CoRR, 2023)

Falcon2-11B Technical Report. - Quentin Malartic; Nilabhra Roy Chowdhury; Ruxandra Cojocaru; Mugariya Farooq; Giulia Campesan; Yasser Abdelaziz Dahou Djilali; Sanath Narayan; Ankit Singh; Maksim Velikanov; Basma El Amel Boussaha; Mohammed Al-Yafeai; Hamza Alobeidli; et al. (CoRR, 2024)

Alignment with Preference Optimization Is All You Need for LLM Safety. - Réda Alami; Ali Khalifa Almansoori; Ahmed Alzubaidi; Mohamed El Amine Seddik; Mugariya Farooq; Hakim Hacid (CoRR, 2024)

NeurIPS 2025 E2LM Competition : Early Training Evaluation of Language Models. - Mouadh Yagoubi; Yasser Dahou; Billel Mokeddem; Younes Belkada; Phuc H. Le-Khac; Basma El Amel Boussaha; Réda Alami; Jingwei Zuo; Damiano Marsili; Mugariya Farooq; Mounia Lalmas; Georgia Gkioxari; et al. (CoRR, 2025)

3LM: Bridging Arabic, STEM, and Code through Benchmarking. - Basma El Amel Boussaha; Leen Al Qadi; Mugariya Farooq; Shaikha Alsuwaidi; Giulia Campesan; Ahmed Alzubaidi; Mohammed Al-Yafeai; Hakim Hacid (CoRR, 2025)

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance. - Jingwei Zuo; Maksim Velikanov; Ilyas Chahed; Younes Belkada; Dhia Eddine Rhayem; Guillaume Kunsch; Hakim Hacid; Hamza Yous; Brahim Farhat; Ibrahim Khadraoui; Mugariya Farooq; Giulia Campesan; et al. (CoRR, 2025)