LLMs4All 2025 : LLMs, Big Data, and Multilinguality for All
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: Link
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: [email protected]
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: Link
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: [email protected]