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Clinical NLP

646 directly classified papers

Papers per year

Papers

SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025
Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025
Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters NAACL 2025
SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025
Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025
CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025
LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025
Bridging the Gap: Inclusive Artificial Intelligence for Patient-Oriented Language Processing in Conversational Agents in Healthcare NAACL 2025
LTRC-IIITH at PerAnsSumm 2025: SpanSense - Perspective-specific span identification and Summarization NAACL 2025
AICOE at PerAnsSumm 2025: An Ensemble of Large Language Models for Perspective-Aware Healthcare Answer Summarization NAACL 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
“Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025
Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025
Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025
Benchmarking IsiXhosa Automatic Speech Recognition and Machine Translation for Digital Health Provision NAACL 2025
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025
Explainable ICD Coding via Entity Linking NAACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025