Multi-Model Study

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5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Making Cross-Continental Federated Learning Repeatable with FLIP: a Multi-Application Study

    Sep 28, 2026Rafael Garcia-Dias, Alexandre Triay Bagur, Chayanin Tangwiriyasakul +20Federated LearningHealthcare

    School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK · Bangkok Dusit Medical Services, Bangkok, Thailand

  2. What Drives Citations in Production Large Language Models? An Observational Multi-Method Study of Two Million AI Citations Across Ten Thousand Web Pages

    Sep 28, 2026Ben Moore, Liam DunneCitationsMulti-Model Study

    Discovered Labs

  3. Page-Aware Retrieval-Augmented Generation for EvalLLM 2026: A Five-Variant Study on French PDFs

    Sep 28, 2026Abdelhak keliousAgentic Retrieval-Augmented Generation SystemsUnnormalized Probability Densities

    Capsens, France

  4. Cognitive Skills in the Age of AI: Computing Students and Experts Perceptions

    Sep 25, 2026Neha Rani, Vu Minh Anh Le, Austin M. Spangler +1Artificial Intelligence LiteracyComputer Science

    Computer Science University of Florida · Epidemiology University of Florida

  5. Explainable Prediction from Mobile Sensing Data through LLM-guided Concept Integration

    Sep 14, 2026Yuning Wang, Iman Azimi, Amir M. Rahmani +1Clinical PredictionMulti-Model Study

    University of Turku, Department of Computing, Turku, Finland · University of California, Irvine, Department of Computer Science, California, USA

  6. Comparing Retrieval Methods for Academic Advisor Discovery: A Six-Method Study of 768 CS Faculty Profiles Across 9 US Universities

    Sep 3, 2026Biraj SubediScholar Information DatabaseAcademic Integrity

    Independent Researcher

  7. Integrating AI into Requirements Quality Learning in Software Engineering Education: A TPACK-Guided Empirical Study

    Jul 30, 2026Hansika Ekanayake Mudiyanselage, Rohan Jai Dharmaraj, Malik Abdul Sami +1Computer ScienceMulti-Model Study

    Software Engineering Research Center (TASE), Tampere University, Finland

  8. Closed-Loop Validation-Repair for Healthcare Interoperability: A Multi-Model Study of Schema Compliance in Clinical LLMs

    Jul 27, 2026Jianru ShenInternational Classification Of Disease CodingClinical Reasoning Training

    University of Montana, Missoula, MT 59812, USA

  9. Small Vision-Language Models Know When They Are Wrong But Cannot Say So: A Two-Model Study of Stated versus Internal Confidence Under Realistic Image Degradation

    Jul 24, 2026M M Asif FerdousConfidence CalibrationQwen3

    Independent Researcher

  10. Marine Engine Fault Dataset: Open-Access Data under Controlled Reference and Fault Scenario Conditions

    Jul 21, 2026Ahmad BahooToroody, Oleksiy Bondarenko, Mohammad Mahdi Abaei +2Predictive MaintenanceMulti-Model Study

    Department of Energy and Mechanical Engineering, Aalto University, Finland · Kotka Maritime Research Centre, Kotka, Finland · National Maritime Research Institute, Tokyo, Japan +2

  11. How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study

    Jul 12, 2026Yunbo Lyu, David Williams, Jieke Shi +5Software EngineeringCoding Agents

    Singapore Management University, Singapore · University College London, UK · Tencent, China +2

  12. Grokking Is Conditional and Fragile: A Fully-Tractable, Multi-Seed Study at 12K Parameters

    Jul 6, 2026Yoshiyuki OotaniGrokkingLarge Language Model Training

    Independent Researcher

  13. Do Newer Lightweight CNNs Perform Better Under Resource Constraints? A Controlled Multigenerational Study of Architecture, Initialization, Training Budget, and Efficiency

    Jul 2, 2026Tasnim ShahriarMobilenetv2Neural Network Inference

    Independent Researcher

  14. Four Types of LLM Reliance and Their Predictors Among Undergraduate Writers: A Mixed-Methods Study at a Minority-Serving R1 University

    Jun 27, 2026Shahin HossainArtificial Intelligence LiteracyWriting

    School of Education, University of Maryland, Baltimore County Baltimore, MD, USA

  15. SpeechDx: A Multi-Task Benchmark for Clinical Speech AI

    Jun 15, 2026Sejal Bhalla, Larry Kieu, Aina Merchant +2Multi-Model Study

    University of Toronto, Canada

  16. Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task

    Jun 10, 2026Qianyu Yao, Fei Sun, Bocheng Huang +10Multidisciplinary Tumor BoardsTranscriptomics

    AIPOCH PTE. LTD., Singapore

  17. What Spatial Memory Must Store: Occlusion as the Test for Language-Agent Memory

    Jun 9, 2026Doeon Kwon, Junho BangSpatial MemoryOcclusion

    Space Zero, Inc.

  18. AI tools in Arab University English classrooms: Looking back and forward

    Jun 8, 2026Mohammed Q. Shormani, Muneef Yehia AlshawshClassroomsArabic

    Ibb University, Yemen

  19. AI-Generated Traces for Novice Programmers: Learning Effects and Learner Differences in a Multi-Institutional Study

    Jun 2, 2026Yuri Noviello, Naaz Sibia, Anastasiia Birillo +3Ai-Assisted Programming TasksTraces

    Delft University of Technology Delft, Netherlands · University of Toronto Toronto, Canada · JetBrains Research Belgrade, Serbia +1

  20. When LLMs Learn to Be Consistently Wrong: A Multi-Model Study of Linear Representations of Synthetic Deception

    May 28, 2026Vahideh ZolfaghariDeceptionLayer-Wise

    Algoverse AI Research, Algoverse AI Research Mentorship Program, USA. · 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.

  21. AI-Automation Tooling in Computer Engineering Education: Mixed-Methods TAM/UTAUT Evidence for a General Acceptance Attitude

    May 10, 2026Aung PyaeComputer ScienceSoftware Engineering

    International School of Engineering, Faculty of Engineering Chulalongkorn University, Thailand

  22. From Awareness to Action: Understanding and Overcoming the Research-Practice Gap in Algorithmic Fairness for Public Health

    May 2, 2026Sara Altamirano, Tijs Portegies, Sennay GhebreabAlgorithmic FairnessMulti-Model Study

    Informatics Institute University of Amsterdam Science Park 900, 1098 XH Amsterdam

  23. Weight Pruning Amplifies Bias: A Multi-Method Study of Compressed LLMs for Edge AI

    May 2, 2026Plawan Kumar Rath, Rahul MaliakkalLarge Language Model BiasModel Weights

    Meta

  24. Consumer Attitudes Towards AI in Digital Health: A Mixed-Methods Survey in Australia

    Apr 30, 2026Wei Zhou, Rashina Hoda, Joycelyn LingHealthcareMulti-Model Study

    1*Faculty of Information Technology, Monash University, Wellington Rd, Clayton, 3800, VIC, Australia. · 2Digital Health CRC, George Street, Sydney, 2000, NSW, Australia.

  25. Co-Writing with AI: An Empirical Study of Diverse Academic Writing Workflows

    Apr 28, 2026Silvia Bodei, Duncan P. Brumby, Katie Fisher +1WritingArtificial Intelligence Literacy

    University College London, London, United Kingdom

  26. AI-Assisted Code Review as a Scaffold for Code Quality and Self-Regulated Learning: An Experience Report

    Apr 25, 2026Eduardo Oliveira, Michael Fu, Patanamon Thongtanunam +2Code QualityComputer Science

    The University of Melbourne Melbourne, Australia · University of Eastern Finland Joensuu, Finland

  27. Ensembles of Large Language Models for Identifying EQ-5D Studies in PubMed Based on Their Abstracts

    Apr 24, 2026Zhyar Rzgar K. Rostam, Márta Péntek, János Tibor Czere +3Systematic ReviewBiomedical Text

    Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary · John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary · HECON Health Economics Research Center, University Research and Innovation Center, Obuda University, Budapest, Hungary +3

  28. LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments

    Apr 24, 2026Xiomara Gonzalez, Gabriella Coloyan Fleming, Andrew Katz +2Qualitative ResearchSentiment

    Chandra Family Department of Electrical and Computer Engineering, University of Texas at Austin · Department of Engineering Education, Virginia Polytechnic Institute and State University · Gallogly College of Engineering, University of Oklahoma +1

  29. The Reliance Negotiation Framework: A Dynamic Process Model of Student LLM Engagement in Academic Writing

    Apr 18, 2026Shahin HossainAcademic IntegrityArtificial Intelligence Literacy

    Department of Language, Literacy and Culture University of Maryland, Baltimore County Baltimore, MD 21250, USA

  30. No Universal Courtesy: A Cross-Linguistic, Multi-Model Study of Politeness Effects on LLMs Using the PLUM Corpus

    Apr 17, 2026Hitesh Mehta, Arjit Saxena, Garima Chhikara +1Large Language Model BiasPrompt Engineering

    Department of Computer Science Engineering, Delhi Technological University, New Delhi, India · Department of Electronics and Communication Engineering, Delhi Technological University, New Delhi, India