Clinical NLP

AnnoHID: LLM-Assisted Annotation Framework for Low-Resource Medical Texts ACL 2026 Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ACL 2026 From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026 ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding ACL 2026 Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography ACL 2026 SAT-RRG: LLM-Guided Self-Adaptive Training for Radiology Report Generation with Token-Level Push-Pull Optimization CVPR 2026 TONY: an open-source TOolkit for Nlp in psYchology ACL 2026 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025 CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025 CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 Depression Detection on Social Media with Large Language Models EMNLP 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 Federated Class-Heterogeneous Report Labeling with Surgical Aggregation MIDL 2025 From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025 GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025 LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025