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Healthcare & Medicine › Clinical ›

Clinical NLP

662 papers

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Papers

From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning ACL 2026

Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants ACL 2026

Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ACL 2026

FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ACL 2026

Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection ACL 2026

Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026

PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ACL 2026

How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting ACL 2026

CURA: Clinical Uncertainty Risk Alignment for Language Model–Based Risk Prediction ACL 2026

SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction ACL 2026

Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations ACL 2026

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026

JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ACL 2026

FedPAGR: Federated Prototype Alignment via Geometric Refinement for Heterogeneous Architectures ACL 2026

Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ACL 2026

CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation MIDL 2026

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues AAAI 2025

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025

Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract) AAAI 2025

Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025

SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025

Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025

KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors ACL 2025