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Clinical NLP

646 directly classified papers

Papers per year

Papers

BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025
OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025
Simplified Rewriting Improves Expert Summarization IJCNLP 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025
A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025
Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
“Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025
Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization NAACL 2025
Bridging the Gap: Inclusive Artificial Intelligence for Patient-Oriented Language Processing in Conversational Agents in Healthcare NAACL 2025
Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
“Is There Anything Else?”: Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test NAACL 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
Comparing representations of long clinical texts for the task of patient-note identification 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
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025