clinical nlp

Almost Clinical: Linguistic properties of synthetic electronic health records EACL 2026 CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026 Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ACL 2026 Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026 Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automated main concept generation for narrative discourse assessment in aphasia ACL 2025 Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025 Automated Structured Radiology Report Generation ACL 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025 BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills NAACL 2025 Depression Detection on Social Media with Large Language Models EMNLP 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025 GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025 High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025 INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025 Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025