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Medical NLP

324 directly classified papers

Papers per year

Papers

MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025

Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025

A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025

Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study ACL 2025

CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025

Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025

Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025

VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025

AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025

Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025

Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025

Can Large Language Models Accurately Generate Answer Keys for Health-related Questions? ACL 2025

Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025

CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025

RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025

FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025

Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025

Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025

Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025

Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025