clinical nlp

LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective IJCNLP 2025 Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025 MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025 Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025 uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025 Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024 Automatic sentence segmentation of clinical record narratives in real-world data EMNLP 2024 A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024 Crisis counselor language and perceived genuine concern in crisis conversations EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024 Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024