https://zech.in/tags/shared-task/Recent content in Shared-Task on arun.zechariahHugoen-ushttps://zech.in/posts/patient-centric-question-answering-nlpai4health-shared-task-overview/Mon, 01 Dec 2025 00:00:00 +0000https://zech.in/posts/patient-centric-question-answering-nlpai4health-shared-task-overview/<p>Our overview paper for the <strong>Shared Task on Patient-Centric Question Answering</strong> at the second <a href="https://aclanthology.org/venues/nlpai4health/" class="external-link" target="_blank" rel="noopener">NLP-AI4Health</a> workshop (IJCNLP, Mumbai, December 2025) is now in the <a href="https://aclanthology.org/2025.nlpai4health-main.5/" class="external-link" target="_blank" rel="noopener">ACL Anthology</a>.</p> <p>The task targets inclusive NLP systems for two clinical domains — <strong>Head and Neck Cancer (HNC)</strong> and <strong>Cystic Fibrosis (CF)</strong> — and introduces the <strong>NLP4Health-2025 Dataset</strong>: more than 45,000 validated multi-turn patient–provider dialogues across <strong>10 languages</strong> (Assamese, Bangla, Dogri, English, Gujarati, Hindi, Kannada, Marathi, Tamil, and Telugu).</p>