Medical QA

QA: Question Answering

Ask about this topic

Momentum

4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 44

All topics
CardsList

  1. Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering

    Apr 30, 2026Xupeng Chen, Binbin Shi, Chenqian Le +5Multimodal RAGRetrieval-Augmented Generation

    New York University, New York, USA · Tsinghua University, Beijing, China · Independent Researcher +1

  2. Domain Fine-Tuning vs. Retrieval-Augmented Generation for Medical Multiple-Choice Question Answering: A Controlled Comparison at the 4B-Parameter Scale

    Apr 26, 2026Avi-ad Avraam BuskilaRetrieval-Augmented GenerationHealthcare

    Department of Information Science and Applied Artificial Intelligence, Bar-Ilan University, Ramat-Gan, Israel

  3. HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

    Apr 22, 2026Yuyu Liu, Sarang Rajendra Patil, Mengjia Xu +1HealthcareHierarchical Representation Learning

    Department of Computer Science, Stony Brook University · Department of Data Science, New Jersey Institute of Technology · Department of Biomedical Informatics, Stony Brook University

  4. Effects of Cross-lingual Evidence in Multilingual Medical Question Answering

    Apr 22, 2026Anar Yeginbergen, Maite Oronoz, Rodrigo AgerriKnowledge Augmentation for Language ModelsHealthcare

    HiTZ Center - Ixa, University of the Basque Country UPV/EHU

  5. Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications

    Apr 21, 2026Abu Noman Md Sakib, Md. Main Oddin Chisty, Zijie ZhangLLM Answer VerificationHealthcare

    University of Texas at San Antonio, USA · Khulna University of Engineering and Technology, Bangladesh

  6. Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA

    Apr 19, 2026Alberto Testoni, Iacer CalixtoHealthcareSocial Bias in Language Models

    Department of Medical Informatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands. · Amsterdam Public Health, Methodology, Amsterdam, The Netherlands.

  7. Authority Signals in Claude AI Health Citations: A Descriptive Analysis Using the Authority Signals Framework

    Apr 17, 2026Erin T. Jacques, Erela Datuowei, Elizabeth Quaye +3HealthcareMedical QA

    York College, CUNY · Department of Health and Human Performance, York College, The City University of New York, 94-20 Guy R. Brewer Blvd. Jamaica, NY 11451 · Teachers College, Columbia University +4

  8. Improving Heart-Focused Medical Question Answering in LLMs via Variance-Aware Rubric Rewards with GRPO

    Apr 17, 2026Arash Ahmadi, Parisa Masnadi, Sarah Sharif +3RL for Language ModelsHealthcare

    School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, USA · Intelligent Neuromorphic and Quantum Understanding for Innovative Research and Engineering (INQUIRE) Laboratory, University of Oklahoma, Norman, OK, USA · Data Science and Analytics Institute, University of Oklahoma, Norman, OK, USA +3

  9. DeepER-Med: Advancing Deep Evidence-Based Research in Medicine Through Agentic AI

    Apr 16, 2026Zhizheng Wang, Chih-Hsuan Wei, Joey Chan +19Deep Research AgentsHealthcare

    Division of Intramural Research (DIR), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD 20892, USA · Hunterian Neurosurgical Laboratory, Johns Hopkins School of Medicine, Baltimore, MD 21231, USA · Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA +7

  10. FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment

    Mar 20, 2026Betty Xiong, Jillian Fisher, Benjamin Newman +5Document QAMedical QA

    Stanford University · University of Washington · U.S. Food and Drug Administration

  11. RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity

    Feb 4, 2026Gaia A. Bertolino, Yuwei Zhang, Tong Xia +2Audio-Language Model EvaluationAudio QA

    University of Cambridge · Cambridge, United Kingdom · Tsinghua University +3

  12. Safety boundary maintenance in consumer AI systems responding to pediatric health queries: a cross-platform benchmark evaluation under naturalistic and adversarially pressured conditions

    Dec 26, 2025Vahideh Zolfaghari, Leila Mashhadi, Mitra Ahadi +2HealthcareLLM Safety

    Medical Sciences Education Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. · Student Research Committee, Department of Health Information Technology and Management, Medical Informatics, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran. · Department of Anesthesiology and Intensive Care, Mashhad University of Medical Sciences, Mashhad, Iran. +2

  13. Multilingual Medical Reasoning for Question Answering with Large Language Models

    Dec 5, 2025Pietro Ferrazzi, Aitor Soroa, Rodrigo AgerriKnowledge Augmentation for Language ModelsHealthcare

    Fondazione Bruno Kessler, Trento, Italy · HiTZ Center - Ixa, University of the Basque Country EHU, Spain

  14. Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering

    Mar 7, 2024Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda +5HealthcareMedical Diagnosis

    2Indian Institute of Technology Bombay · 1IBM Research