healthcare nlp

Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá EACL 2026 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication AACL 2025 Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025 AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024 Annotate the Way You Think: An Incremental Note Generation Framework for the Summarization of Medical Conversations COLING 2024 A Persona-Based Corpus in the Diabetes Self-Care Domain - Applying a Human-Centered Approach to a Low-Resource Context COLING 2024 Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024 Evaluating the Robustness of Adverse Drug Event Classification Models using Templates ACL 2024 On The Persona-based Summarization of Domain-Specific Documents ACL 2024 Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering NAACL 2024 QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM ACL 2024 A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment ACL 2023 BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023 Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023 Lenient Evaluation of Japanese Speech Recognition: Modeling Naturally Occurring Spelling Inconsistency ACL 2023 Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section ACL 2023 MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023 Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023 Edinburgh_UCL_Health@SMM4H’22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination COLING 2022 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NeurIPS 2022