UAE businesses are reportedly increasingly adopting digital legal tools to address various challenges stemming from recent crises. This strategic shift aims to enhance operational efficiency, reduce costs, and ensure compliance within a rapidly evolving business environment. The digital solutions are being leveraged across different sectors within the UAE's economy. Why it matters: This trend signifies a broader digital transformation within the UAE's legal and corporate sectors, potentially driving innovation and operational resilience.
Justice Connect, an Australian charity, collaborated with MBZUAI's Prof. Timothy Baldwin to improve their legal intake tool using NLP. The tool helps route legal requests, but users struggled to identify the relevant area of law, leading to delays and frustration. By applying NLP, the collaboration aims to help users more easily navigate the tool and access appropriate legal resources. Why it matters: This project demonstrates how NLP can be applied to improve access to justice and address unmet legal needs, particularly for those unfamiliar with legal terminology.
This paper introduces a Regulatory Knowledge Graph (RKG) for the Abu Dhabi Global Market (ADGM) regulations, constructed using language models and graph technologies. A portion of the regulations was manually tagged to train BERT-based models, which were then applied to the rest of the corpus. The resulting knowledge graph, stored in Neo4j, and code are open-sourced on GitHub to promote advancements in compliance automation.
The UAE is reportedly leveraging Artificial Intelligence to address and bridge existing language gaps within its legal system. This initiative aims to enhance the clarity, accuracy, and efficiency of legal processes, particularly in a multi-lingual environment. Utilizing AI tools is expected to streamline the interpretation and understanding of legal documents and proceedings across diverse linguistic contexts. Why it matters: This development underscores the UAE's strategic commitment to integrating advanced technologies for improving governmental services and operational effectiveness.
Researchers introduce a new task for generating question-passage pairs to aid in developing regulatory question-answering (QA) systems. The ObliQA dataset, comprising 27,869 questions from Abu Dhabi Global Markets (ADGM) financial regulations, is presented. A baseline Regulatory Information Retrieval and Answer Generation (RIRAG) system is designed and evaluated using the RePASs metric.
A partner at Oblon, Stefan Uwe Koschmieder, explained key points for patenting software and AI inventions. Koschmieder works with GCC universities on IP programs and advises foreign clients on IP portfolio management. He also lectured at Freie Universität Berlin on Intellectual Property. Why it matters: As software and AI innovation grows in the GCC, understanding patent law is increasingly important for protecting intellectual property and fostering local innovation.