Overview
The NLP-AI4Health Workshop, part of the AACL-IJCNLP 2025 conference, invites researchers to submit papers and participate in a shared task. This workshop aims to explore the integration of natural language processing (NLP) and artificial intelligence (AI) in enhancing healthcare communication, particularly in multilingual and low-resource contexts.
Background & Relevance
The intersection of language technologies and healthcare is increasingly vital as global health communication becomes more complex. Multilingual capabilities in healthcare settings can significantly improve patient outcomes and accessibility. Addressing the challenges in this domain is essential for developing inclusive healthcare systems that cater to diverse populations. This workshop provides a platform for researchers to contribute to advancements in this important area.
Key Details
- Event Date: 23 December 2025
- Location: IJCNLP-AACL 2025, Mumbai, India (20–24 December 2025)
- Website: NLP-AI4Health 2025
- Paper Submission Deadline: 29 September 2025
- Shared Task Submission Deadline: 10 October 2025
- Submission Links:
- Paper Submission
- Shared Task Registration
Eligibility & Participation
This workshop is open to researchers, practitioners, and students interested in the application of NLP and AI in healthcare. Participants are encouraged to submit original research addressing the outlined themes.
Submission or Application Guidelines
- Prepare your paper focusing on the integration of NLP and AI in healthcare communication.
- Ensure your submission aligns with the workshop’s themes, particularly in multilingual and low-resource contexts.
- Submit your paper by the deadline of 29 September 2025 via the provided link.
- For those interested in the shared task, register by 10 October 2025 using the shared task registration link.
Additional Context / Real-World Relevance
The need for effective communication in healthcare is paramount, especially in multilingual societies. By addressing the challenges of language barriers and resource limitations, this workshop aims to foster innovations that can lead to better patient engagement and care. The outcomes of this workshop could significantly influence future research and applications in healthcare AI.
Conclusion
The NLP-AI4Health Workshop at AACL-IJCNLP 2025 presents an exciting opportunity for researchers to contribute to the evolving field of healthcare communication. Interested individuals are encouraged to submit their work and participate in advancing this crucial area of study.
Category: CFP & Deadlines
Tags: nlp, healthcare, multilingual, ai, summarization, question-answering, low-resource, ethical-ai, aacl, ijcnlp
