Dear Colleagues,

I would like to inform you that the submission deadline for the Advances in Retrieval-Augmented Generation (RAG) for Specialized Domains Workshop, taking place in Singapore, has been extended. The new final deadline is March 7, 2025. This workshop is part of the International Conference on Computational Science (ICCS 2025), which will be held from July 7 to July 9, 2025, in Singapore. Retrieval-Augmented Generation (RAG) has emerged as a critical and rapidly evolving theme in artificial intelligence (AI) and natural language processing (NLP). By integrating traditional and modern information retrieval (IR) techniques with the generative capabilities of large language models (LLMs), RAG systems address key limitations related to knowledge updates and domain specificity. This approach is particularly valuable in high-stakes fields such as law, biology, physics, and medicine, where accuracy and reliability are paramount. This workshop aims to bring together researchers and practitioners working on RAG systems to discuss novel approaches, share insights, and explore emerging challenges in efficiency, scalability, domain adaptation, retrieval optimization, and evaluation. Topics of interest include, but are not limited to: * Innovations in RAG architectures and retrieval models * Techniques for improving efficiency, scalability, and storage * Domain-specific applications in legal, biomedical, and scientific fields * Fusion methods and retrieval optimization strategies * Evaluation benchmarks and robustness techniques * Ethical considerations, cross-lingual applications, and challenges in low-resource settings We encourage you to share this information with students and other potentially interested individuals. More details about the workshop, including submission guidelines, can be found on the official conference website: 🔗 ICCS 2025 – RAG Workshop [https://www.iccs-meeting.org/iccs2025/] We look forward to receiving your submissions and engaging in fruitful discussions at the workshop. Please feel free to reach out if you have any questions. Best regards,

Best regards,

Magda Król