Medical NLP

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding ICML 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Multimodal Medical Code Tokenizer ICML 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models 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 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 Position: Retrieval-augmented systems can be dangerous medical communicators ICML 2025 Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025 Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study ACL 2025 Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025 RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025 RadEval: A framework for radiology text evaluation EMNLP 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025 SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes ICML 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025 The Incremental Process of Building an Annotation Scheme for Clinical Narratives in Portuguese: the Contribution of Human Variation Analysis ACL 2025 TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025 Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support IJCAI 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025