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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025
Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025
Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 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
CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025
Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark 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
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
KHU_LDI at BioLaySumm2025: Fine-tuning and Refinement for Lay Radiology Report Generation ACL 2025
VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025
The Incremental Process of Building an Annotation Scheme for Clinical Narratives in Portuguese: the Contribution of Human Variation Analysis ACL 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025
Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025
TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025
Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025
Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025
MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025
MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025