Dear colleagues,

We are pleased to announce the First Call for Papers for the upcoming workshop:

LLMs4All: LLMs, Big Data, and Multilinguality for All - First Call for Papers - To be held at IEEE BigData 2025, Macau, China | December 8–11, 2025 - Our page for more details: https://vinnlp.com/llms4all

Workshop Scope:

LLMs4All workshop addresses the intersection of LLMs, Big Data, and Multilinguality, with a focus on equitable access and global inclusivity. It explores how large-scale data pipelines and advanced LLM techniques can work together to overcome linguistic disparities, improve model performance for underrepresented languages, and ensure that language technologies are built for all.

We invite contributions across NLP, machine learning, data science, linguistics, and AI ethics, with particular emphasis on low-resource languages in light of this year’s host location, Macau. We also welcome research addressing the broader multilingual landscape, covering both technical innovations and socially responsible AI practices.

We invite submissions on (but not limited to) the following topics:

* LLMs for Low-Resource Languages * LLMs for Specific Domains * Scalable Data Collection and Curation * Cross-Lingual and Multilingual Learning * Efficient and Inclusive Model Training * Retrieval-Augmented Generation (RAG) * Multimodal Language Models * Real-World Applications * Big Data Infrastructure and Pipelines * Ethical and Fair NLP * Benchmarking and Evaluation * Regional Case Studies and Collaborations

Submission Guidelines

* Paper Length: Up to 10 pages (including references) * Format: IEEE 2-column conference format * Formatting Templates: https://www.ieee.org/conferences/publishing/templates.html * Submission Link: Linkhttps://wi-lab.com/cyberchair/2025/bigdata25/scripts/submit.php?subarea=S09&undisplay_detail=1&wh=/cyberchair/2025/bigdata25/scripts/ws_submit.php%0b

All accepted papers will be published in the IEEE BigData 2025 Proceedings and submitted for inclusion in the IEEE Xplore Digital Library.

Important Dates

* First Call For Paper: 27 June 2025 * Second Call For Paper: 28 September 2025 * Final Call For Paper: 17 October 2025 * Submission Deadline: 1 November 2025 * Notification of Acceptance: 15 November 2025 * Camera-Ready Deadline: 23 November 2025 * Workshop Dates: 8-11 December 2025

We encourage you to submit your work and join us in advancing inclusive, multilingual, and scalable language technologies.

If you'd like to share this Call For Paper with colleagues or other relevant mailing lists, feel free to forward this email.

For any inquiries, please contact: cecs.vinnlp@vinuni.edu.vnmailto:cecs.vinnlp@vinuni.edu.vn

Warm regards, The LLMs4All Organizing Committee