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5 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Reader Proficiency Shapes Layer-wise Surprisal Profiles

    Sep 29, 2026Akio Hayakawa, Horacio SaggionReadabilityProficiency

    Universitat Pompeu Fabra Barcelona, Spain

  2. A Native-Reference Phone-Class Geometry for Second-Language Pronunciation Analysis

    Sep 24, 2026Tina Raissi, Nhan Phan, Chenxiao Wang +1Pronunciation AssessmentProficiency

    Department of Information and Communications Engineering, Aalto University, Espoo, Finland

  3. From Pretraining to Proficiency: Real-World Subtask RL for Long-Horizon Manipulation with Minimal Human Intervention

    Sep 18, 2026Sichang Su, Benjamin Yang, Zhiyun Deng +4Long-Horizon ManipulationRetraining

    UT Austin · Autel US · UC Berkeley

  4. OpenEnded: An Open-Response Speech Corpus for Speaking Proficiency Assessment with Human Annotations and ALM Supervision

    Sep 14, 2026Yu-Wen Chen, Eric Zhou, Evelyn Ding +3ProficiencyText Corpora

    Department of Computer Science, Columbia University, USA

  5. SWIM: Student Writing Simulation via Proficiency-Conditioned Generation

    Sep 2, 2026Heejin Do, Jakub Kontak, Mrinmaya SachanAi-Assisted WritingProficiency

    Department of Computer Science, ETH Zurich · ETH AI Center

  6. Language Proficiency Assessment from Eye Movements in Naturalistic Passage Reading

    Aug 31, 2026Shachar Frenkel, Ido Falah, Omer Shubi +1Eye TrackingProficiency

    Faculty of Data and Decision Sciences, Technion - Israel Institute of Technology

  7. M-GATE: Multilingual Grammar, Accuracy in Translation, and Efficiency Benchmark for Large Language Models

    Aug 4, 2026Tomáš Burkert, Angelika Peljak-Łapińska, David ZelenýMultilingual BenchmarkMultilingual Language Models

    RWS TrainAI

  8. Disentangling Knowledge States with Ability and Proficiency Modeling for Knowledge Tracing

    Jul 14, 2026Duantengchuan Li, Yingqian Bi, Jinsong Chen +2Proficiency

    School of the Information Management, Wuhan University, Wuhan 430072, China · School of Computer Science and Artificial Intelligence, Hubei University of Technology, Wuhan 430068, China · Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430074, China

  9. CAPRA: Scaling Feedback on Software Architecture Deliverables with a Multi-Agent LLM System

    Jun 17, 2026Marco Becattini, Niccolò Caselli, Matteo Minin +2Code QualityFeedback

    Department of Information Engineering, University of Florence, Florence, Italy

  10. LLMs Struggle to Measure What Distinguishes Students of Different Proficiency Levels: A Study of Item Discrimination in Reading Comprehension Assessment

    Jun 17, 2026Han Chen, Ming Li, Chenguang Wang +4Item Response TheoryPsychometric Properties

    MBZUAI · University of Maryland · Virginia Tech

  11. Profy: Interpretable Visualization of Expertise-Dependent Motor Skills Toward Supporting Piano Practice

    Jun 9, 2026Kazuki Kawamura, Fujiki Nakamura, Hayato Nishioka +3InstrumentProficiency

    The University of Tokyo · Sony Computer Science Laboratories

  12. A Finetuned SpeechLLM for Joint Multi-Granular L2 Assessment and Natural-Language Rationales

    Jun 8, 2026Aditya Kamlesh Parikh, Cristian Tejedor-Garcia, Catia Cucchiarini +1Speech Language ModelsProficiency

    Centre for Language Studies, Radboud University, Nijmegen, The Netherlands

  13. ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows

    May 12, 2026Wei Liu, Yang Gu, Xi Yan +5Data Science AgentsAgentic Workflows

    School of Software & Microelectronics, Peking University Beijing, China · Center for Machine Learning Research, Peking University Beijing, China Zhongguancun Academy Beijing, China

  14. Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback

    May 5, 2026Edoardo Bianchi, Antonio LiottaMulti-ViewProficiency

    Faculty of Engineering, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy

  15. Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners

    Apr 24, 2026Haidong Yuan, Haokun Zhao, Wanshi Xu +4ProficiencyGrading

    Peking University · Fudan University · Tencent +2

  16. Metaphors are a Source of Cross-Domain Misalignment of Large Reasoning Models

    Jan 6, 2026Zhibo Hu, Chen Wang, Yanfeng Shu +2LLM Reasoning StrategiesLarge Reasoning Models

    The University of New South Wales · CSIRO Data61

  17. Tracing Mathematical Proficiency Through Problem-Solving Processes

    Nov 29, 2025Jungyang Park, Suho Kang, Jaewoo Park +4ProficiencyProblem Solving Capability

    1Yonsei University · 2Mathpresso · 3Seoul National University

  18. An Effective Strategy for Modeling Score Ordinality and Non-uniform Intervals in Automated Speaking Assessment

    Aug 27, 2025Tien-Hong Lo, Szu-Yu Chen, Yao-Ting Sung +1Self-Supervised Speech ModelsProficiency

    Department of Computer Science and Information Engineering, National Taiwan Normal University · Department of Educational Psychology and Counseling, National Taiwan Normal University