NLP-AI4Health

NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor 2025-12 Association for Computational Linguistics Mumbai, India text conference publication 979-8-89176-315-9 nlp-ai4health-ws-2025-main 10.18653/v1/2025.nlpai4health-main.0 https://aclanthology.org/2025.nlpai4health-main.0/ Enhancing Patient-Centric Healthcare Communication Through Multimodal Emotion Recognition: A Transformer-Based Framework for Clinical Decision Support Vineet Channe author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 channe-2025-enhancing 10.18653/v1/2025.nlpai4health-main.1 https://aclanthology.org/2025.nlpai4health-main.1/ 2025-12 1 8 MOD-KG: MultiOrgan Diagnosis Knowledge Graph Anas Anwarul Haq Khan author Pushpak Bhattacharyya author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 khan-bhattacharyya-2025-mod 10.18653/v1/2025.nlpai4health-main.2 https://aclanthology.org/2025.nlpai4health-main.2/ 2025-12 9 15 Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation Ananth Kandala author Ratna Kandala author Akshata Kishore Moharir author Niva Manchanda author Sunaina Singh Rathod author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 kandala-etal-2025-cross 10.18653/v1/2025.nlpai4health-main.3 https://aclanthology.org/2025.nlpai4health-main.3/ 2025-12 16 24 Automated Coding of Counsellor and Client Behaviours in Motivational Interviewing Transcripts: Validation and Application Soliman Ali author Jiading Zhu author Alex Guo author Xiao Nan Ye author Qilin Gu author Jodi Wolff author Carolynne Cooper author Osnat C Melamed author Peter Selby author Jonathan Rose author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 katki-etal-2025-automated 10.18653/v1/2025.nlpai4health-main.4 https://aclanthology.org/2025.nlpai4health-main.4/ 2025-12 25 54 Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication Arun Zechariah author Balu Krishna author Hannah Mary Thomas author Joy Mammen author Dipti Misra Sharma author Parameswari Krishnamurthy author Vandan Mujadia author Priyanka Dasari author Vishnuraj Arjunaswamy author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 zechariah-etal-2025-patient 10.18653/v1/2025.nlpai4health-main.5 https://aclanthology.org/2025.nlpai4health-main.5/ 2025-12 55 68 Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA Kunwar Zaid author Amit Sangroya author Jyotsana Khatri author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 zaid-etal-2025-multilingual 10.18653/v1/2025.nlpai4health-main.6 https://aclanthology.org/2025.nlpai4health-main.6/ 2025-12 69 74 Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation Amol Shinde author Saloni Chitte author Prakash B Pimpale author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 shinde-etal-2025-patient 10.18653/v1/2025.nlpai4health-main.7 https://aclanthology.org/2025.nlpai4health-main.7/ 2025-12 75 79 SAHA: Samvad AI for Healthcare Assistance Aditya Kumar author Rakesh Kumar Nayak author Janhavi Naik author Ritesh Kumar author Dhiraj Bhatia author Shreya Agarwal author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 kumar-etal-2025-saha 10.18653/v1/2025.nlpai4health-main.8 https://aclanthology.org/2025.nlpai4health-main.8/ 2025-12 80 85 MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction Vinay Babu Ulli author Anindita Mondal author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 ulli-mondal-2025-medqwen 10.18653/v1/2025.nlpai4health-main.9 https://aclanthology.org/2025.nlpai4health-main.9/ 2025-12 86 92 NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA Moutushi Roy author Dipankar Das author 2025-12 text NLP-AI4Health Arun Zechariah editor Balu Krishna S editor Dipti Misra Sharma editor Hannah Mary Thomas editor Joy Mammen editor Parameswari Krishnamurthy editor Vandan Mujadia editor Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-315-9 roy-das-2025-nlp4health 10.18653/v1/2025.nlpai4health-main.10 https://aclanthology.org/2025.nlpai4health-main.10/ 2025-12 93 97