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Clinical NLP

646 directly classified papers

Papers per year

Papers

Explainable ICD Coding via Entity Linking NAACL 2025
LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025
Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums NAACL 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025
Simplified Rewriting Improves Expert Summarization IJCNLP 2025
Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025
Benchmarking IsiXhosa Automatic Speech Recognition and Machine Translation for Digital Health Provision NAACL 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025
WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025
A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking 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
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters NAACL 2025
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025
Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025
Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025