Najwa Aaraj, Chief Researcher at the Cryptography Research Centre at TII, has joined MBZUAI as the first female faculty member in the Machine Learning Department. Aaraj leads R&D of cryptographic technologies, including post-quantum cryptography and lightweight cryptographic libraries. Her research will focus on the intersection of cryptography, cybersecurity, and machine learning, including using ML for cryptanalysis and protecting ML models with cryptography. Why it matters: This appointment strengthens MBZUAI's expertise in a critical area of AI security and cryptography, fostering cross-disciplinary research and innovation in the UAE.
The paper introduces AraPoemBERT, an Arabic language model pretrained exclusively on 2.09 million verses of Arabic poetry. AraPoemBERT was evaluated against five other Arabic language models on tasks including poet's gender classification (99.34% accuracy) and poetry sub-meter classification (97.79% accuracy). The model achieved state-of-the-art results in these and other downstream tasks, and is publicly available on Hugging Face. Why it matters: This specialized model advances Arabic NLP by providing a new state-of-the-art tool tailored for the nuances of classical Arabic poetry.
Naheed.pk, a Pakistani online retailer, has expanded its services to over 30 cities, offering same-day delivery in Karachi, Lahore, and Islamabad. The company has seen 100% year-on-year growth and aims to capture 5% of Pakistan's retail market share. Naheed.pk focuses on providing genuine products and a trustworthy shopping experience to compete with brick-and-mortar stores. Why it matters: The growth of e-commerce platforms like Naheed.pk signals a shift in consumer behavior in Pakistan and the increasing importance of online retail in the region's economy.
Nada Aljassim is the first KAUST Gifted Student Program (KGSP) participant to earn a Ph.D. at KAUST, after completing undergraduate studies at University College London. The KGSP, established before KAUST's opening, supports top Saudi students in STEM fields for undergraduate studies abroad followed by graduate studies at KAUST. Aljassim aims to contribute to Saudi Arabia's knowledge economy and give back to her country after its investment in her education. Why it matters: The KGSP program is helping to build a strong pipeline of Saudi talent in STEM fields, contributing to the Kingdom's research and development capabilities.
This paper introduces a method using Stable Diffusion XL (SDXL) fine-tuned with LoRA to generate culturally relevant coloring templates based on Emirati Al-Sadu weaving patterns for mental health therapy. The approach aims to leverage coloring therapy's stress-relieving benefits while embedding cultural resonance, potentially aiding in the treatment of Generalized Anxiety Disorder (GAD). Future research will explore the impact of Emirati heritage art on Emirati individuals using biosignals to assess engagement and effectiveness.