[CfP] 2nd Workshop on NLP-AI4Health @ AACL-IJCNLP 2025
parameswari krishnamurthy
We are pleased to announce the Call for Papers and Shared Task for NLP-AI4Health 2025, the Second Workshop on Integrating NLP and AI for Multilingual and Patient-Centric Healthcare Communication.
📅 Date: 23 December 2025
📍 Venue: IJCNLP-AACL 2025, Mumbai, India (20–24 December 2025)
Website link: https://2025.nlpai4health.com/
We have included the Paper submission and Shared task registration link here.
Call for Papers
We invite submissions addressing challenges at the intersection of language technologies and healthcare communication, with a special focus on multilingual and low-resource settings. Topics include, but are not limited to:
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Medical text processing and clinical information extraction
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Conversational AI and patient-centric question answering
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Multilingual and cross-lingual healthcare communication
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Speech technologies for healthcare
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Bias, ethics, and fairness in healthcare NLP
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Resource creation for underrepresented languages
Shared Task
This year’s shared task challenges participants to:
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Generate concise summaries of healthcare-related content
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Answer patient-centric questions in English and Indian languages, including Hindi, Telugu, Tamil, Bangla, Gujarati, Kannada, and Dogri
The shared task aims to advance research in summarization and question answering for inclusive, patient-centered healthcare systems.
Important Dates
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Paper submission deadline: 29 September 2025
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Shared task system submission deadline: 10 October 2025
All deadlines are 11:59PM UTC-12:00 (“anywhere on Earth”).
Best regards,
Workshop Organizers and Programme Chairs