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
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