Computerized Adaptive Testing

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11 papers1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. MARS: A Momentum-Aware Adaptive Rating System for Personalized Assessment

    Oct 15, 2026Vikrant Sahu, Khethavath Sunil Naik, Gagan Raj GuptaEducational AssessmentComputerized Adaptive Testing

    Department of Computer Science and Engineering, Indian Institute of Technology Bhilai, Chhattisgarh, India

  2. A Dual-Dimensional LLM Framework for Automated Item Incidental Content Similarity Analysis in Large-Scale Assessments

    Aug 25, 2026Jing Huang, Jihong Zhang, Hua-Hua ChangComputerized Adaptive TestingEducational Assessment

    College of Education, Purdue University, West Lafayette, USA · Educational Statistics & Research Methods, University of Arkansas, Fayetteville, USA

  3. AgentCAT: Simulating Computerized Adaptive Testing via Multi-Agent Large Language Models

    Jun 20, 2026Weiyuan Zhou, Haiping Ma, Xiaoshan Yu +3Multi-Agent LLM SystemsEducational Assessment

    State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, Institute of Physical Science and Information Technology, Anhui University, China · School of Artificial Intelligence, Anhui University, China · School of Computer Science and Technology, Dalian University of Technology, China +1

  4. Efficient Safety Benchmarking via Item Response Theory

    May 26, 2026Fabio Spagliardi, Mírian Silva, Ayan Datta +3LLM Safety BenchmarksLanguage Model Safety Evaluation

    Supervised Program for Alignment Research (SPAR) · Yale University · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

  5. Generative-Evaluative Agreement: A Necessary Validity Criterion for LLM-Enabled Adaptive Assessment

    May 19, 2026Grandee Lee, Yue Wang, Che Yee Lye +1LLM EvaluationEducational Assessment

    Singapore University of Social Sciences

  6. From 0-Order Selection to 2-Order Judgment: Combinatorial Hardening Exposes Compositional Failures in Frontier LLMs

    May 8, 2026Hanmeng Liu, Shichao Weng, Xiulai Liu +3Logical ReasoningLLM Evaluation

    Hainan University, Haikou, China · Fudan University, Shanghai, China

  7. Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive Modeling

    Apr 5, 2026Yuanhao Liu, Zihan Zhou, Kaiying Wu +5Cognitive Diagnostic ModelsComputerized Adaptive Testing

    East China Normal University Shanghai, China · Tencent Inc Shenzhen, China · Shanghai Innovation Institute Shanghai, China

  8. Leveraging Computerized Adaptive Testing for Cost-effective Evaluation of Large Language Models in Medical Benchmarking

    Feb 28, 2026Tianpeng Zheng, Zhehan Jiang, Jiayi Liu +1Computerized Adaptive TestingLLM Evaluation

    Institute of Medical Education, Health Science Center, Peking University, Beijing, China · School of Public Health, Peking University, Haidian District, Beijing, China · Peking University Health Science Center-Chaoxing Joint Laboratory for Digital and Smart Medical, Peking University, Beijing, China +1

  9. CodeGENCAT: Generative Computerized Adaptive Testing for Open-ended Coding Problems

    Feb 23, 2026Wanyong Feng, Alexander Scarlatos, Ruochen Sun +1Computerized Adaptive TestingEducational Assessment

    University of Massachusetts Amherst · Independent Researcher

  10. Confident Rankings with Fewer Items: Adaptive LLM Evaluation with Continuous Scores

    Jan 20, 2026Esma Balkır, Alice Pernthaller, Marco Basaldella +2LLM EvaluationComputerized Adaptive Testing

    Trismik · Leverhulme Centre for the Future of Intelligence, University of Cambridge · Universitat Politècnica de València +1

  11. Adaptive Testing for LLM Evaluation: A Psychometric Alternative to Static Benchmarks

    Oct 26, 2025Peiyu Li, Xiuxiu Tang, Si Chen +4LLM EvaluationPsychometric Validation

    University of Notre Dame, Notre Dame, USA