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ALPS: A Diagnostic Challenge Set for Arabic Linguistic & Pragmatic Reasoning

arXiv ·

The paper introduces ALPS (Arabic Linguistic & Pragmatic Suite), a diagnostic challenge set for evaluating deep semantics and pragmatics in Arabic NLP. The dataset contains 531 expert-curated questions across 15 tasks and 47 subtasks, designed to test morpho-syntactic dependencies and compositional semantics. Evaluation of 23 models, including commercial, open-source, and Arabic-native models, reveals that models struggle with fundamental morpho-syntactic dependencies, especially those reliant on diacritics. Why it matters: ALPS provides a valuable benchmark for evaluating the linguistic competence of Arabic NLP models, highlighting areas where current models fall short despite achieving high fluency.

An algorithm for success

KAUST ·

The article mentions several KAUST faculty and staff, including Matteo Parsani (Assistant Professor of Applied Mathematics), Teofilo Abrajano (Director of Sponsored Research), and David Keyes (Director of the Extreme Computing Research Center). It also references a talk by NASA Senior Scientist Mark Carpenter at the SIAM CSE 2017 conference. The article includes a photograph of King Abdullah bin Abdulaziz Al Saud. Why it matters: This appears to be general information about KAUST faculty and activities, but lacks specific details on research or AI developments.

Matteo Parsani begins cycling journey across Saudi

KAUST ·

KAUST Professor Matteo Parsani will undertake a 30-day, 3000km hand bike journey across Saudi Arabia starting December 17. The journey aims to promote physical activity, raise disability awareness, showcase KAUST research, and highlight Saudi's beauty. KAUST researchers developed biosensor-embedded gear to monitor Parsani's health metrics like heart rate, dopamine levels, and sweat rate during the journey. Why it matters: The initiative demonstrates KAUST's commitment to assistive technology research and promoting inclusivity in Saudi society through adaptive sports.

Matteo Parsani finishes hand-cycle from east to west coast

KAUST ·

KAUST Professor Matteo Parsani completed a 3,000 km hand-cycling journey across Saudi Arabia, from Dammam to KAUST, over 30 days. The journey, titled “Athar: East to West,” aimed to promote physical activity and awareness for people with disabilities. Parsani visited rehabilitation centers and engaged with people with disabilities, drawing inspiration from Crown Prince's motivational words. Why it matters: This inspiring journey highlights the potential for inclusivity and accessibility within Saudi Arabia, showcasing the nation's hospitality and support for people with disabilities.

Technology Innovation Institute Names Two Eminent Scientists to the Board of Advisors of its Artificial Intelligence Cross-Center Unit

TII ·

Technology Innovation Institute (TII) has appointed Alessio Figali and Pierre-Louis Lions to the Board of Advisors of its Artificial Intelligence Cross-Center Unit (AICCU). Figali is known for his work in Optimal Transport with applications to Machine Learning, while Lions is renowned for his work in Mean Field Game Theory with applications for the design of AI based Distributed Networks. Both are Fields Medal recipients and will advise the AI Cross-Center Unit in areas related to Machine Learning and Distributed AI, respectively. Why it matters: The addition of these eminent scientists will bolster TII's AI research capabilities and credibility in shaping the future of AI in the region.

Prof. Hirt takes over as new director of KAUST's Center for Desert Agriculture

KAUST ·

Professor Heribert Hirt has been appointed as the new Director of KAUST's Center for Desert Agriculture, succeeding Dr. Nina Fedoroff. Professor Mark Tester will assume the role of Associate Director, concentrating on desert agriculture and translational research. Dr. Salim Al-Babili will chair the newly established Plant Sciences program focusing on arid environments. Why it matters: These leadership changes signal KAUST's continued investment in agricultural research and development tailored to challenging desert conditions.

Global Networking Opportunity

TII ·

TII Chief Researcher Mérouane Debbah and MBZUAI President Eric Xing visited École Polytechnique in France to discuss AI research and training. They reviewed AI projects and opportunities to increase the visibility of UAE-led research. The meeting aimed to strengthen collaboration between MBZUAI, TII, and École Polytechnique. Why it matters: Such partnerships can foster knowledge exchange and accelerate AI innovation in the UAE by leveraging international expertise.