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Momentum

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

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Latest papers 32

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  1. When No One Owns the Judgment: Accountability Under Contribution Dissolution in Human-AI Collaboration

    Sep 24, 2026Hengzhi YeAccountabilityHuman-Ai Collaboration

    School of Computer Science Peking university Beijing, China

  2. Contributions to the hierarchy of probabilistic languages

    Sep 20, 2026Lothar Sebastian Krapp, Remo NitschkeContext-Free GrammarsProbabilistic Model

    Institut für Interdisziplinäre Sprachevolutionswissenschaft, Universität Zürich, Switzerland · Fachbereich Mathematik und Statistik, Universität Konstanz, Germany

  3. From Citations to Contributions: LLM-Assisted Credit Scoring of Research Articles

    Sep 7, 2026Sana Ebrahimi, Suraj Shetiya, Abolfazl AsudehCitationsContributions

    University of Illinois Chicago · IIT Bombay

  4. Value Over Language Model: Detecting Original Contribution in Writing

    Sep 1, 2026Vibhhu Sharma, Thorsten Joachims, Sarah DeanHuman-Written TextLarge Language Model Generation

    Cornell University

  5. Convex-Hull-Neighborhood Smooth Dual Generalization: Controlling Local Correction Propagation in Offline RL

    Aug 4, 2026Yi Yang, Zhennan Chen, Mingfeng Lv +3Offline Reinforcement LearningOut-Of-Distribution

    1Xiamen University · 2Nanjing University · 3Zhejiang Gongshang University

  6. Credit the Right Box: Marginal Contribution Assignment for Structured Visual Perception

    Aug 2, 2026Xinheng Han, Jianfei Wang, Yu Chen +4Process-Level SupervisionContextual Grounding

    School of Automation, Beijing Institute of Technology · Amap, Alibaba Group

  7. Beyond Routing Weights: Faithful Response-Level Interpretation of Mixture-of-Experts Reward Models via Contribution Contrast

    Jul 31, 2026Yifan Wang, Jinyi Mu, Mayank Jobanputra +4Progress Reward ModelingExpert Demonstrations

    Saarland University · University of California San Diego · Bielefeld University +2

  8. ResKV: Reconstructing Omitted Attention Contributions for Fixed-Budget KV Cache Compression

    Jul 31, 2026Yuhang Zhan, Lisi Chen, Shuo ShangKey-Value Cache CompressionCache

    University of Electronic Science and Technology of China

  9. Regularizing modality contribution drift in multimodal continual learning

    Jul 29, 2026Zhen Zhang, Jielei Chu, Bin Liu +1Multimodal LearningContinual Learning

    School of Computing and Artificial Intelligence, Southwest Jiaotong University

  10. When AI Blurs the Boundaries of Contribution: An Empirical Study of Authorship Calibration

    Jul 16, 2026Célina Treuillier, Denis LalanneArtificial Intelligence LiteracyAuthorship

    Human-IST Institute, University of Fribourg · Fribourg, SWITZERLAND

  11. Local Additive Feature Attribution: A Mathematical Taxonomy and Reporting Checklist

    Jul 15, 2026Rebecca Afriyie Sarpong, Daniel CommeyShapley Additive ExplanationsExplainable Artificial Intelligence

  12. An Exact Instrument for State Usage in Selective State-Space Models, and the Input-Driven Migration It Reveals

    Jul 13, 2026Raktim BhattacharyaState Space ModelsModel Selection

    Aerospace Engineering, Texas A&M University

  13. 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

  14. Towards Value-Constrained Credit Assignment in Fully Delegated AI Cooperatives

    Jun 26, 2026Young Yoon, Jimin Kim, Soyeon ParkCredit AssignmentContributions

    Hongik University, Seoul, Republic of Korea

  15. LineageMark: Multi-user White-box Watermarking for Contribution Tracing in Model Derivation Chains

    Jun 15, 2026Bingxue Zhang, Xiaofeng Xu, Feida ZhuLarge Language Model WatermarksWatermarks

    University of Shanghai for Science and Technology, Shanghai, China · Singapore Management University, Singapore

  16. Co-Evolved Spiking Neural Network Ensembles via Marginal Contribution Fitness

    Jun 12, 2026Catherine Rodriquez, James GhawalySpiking Neural NetworksNeuroevolution

    Louisiana State University Baton Rouge, Louisiana, USA

  17. Trajectory-Aware Node Contributions and the Limits of Static Controllability

    Jun 2, 2026Valentina Kuskova, Dmitry Zaytsev, Michael CoppedgeNonlinear DynamicsControllability

    Lucy Family Institute for Data & Society · University of Notre Dame · Notre Dame, IN, USA +1

  18. Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

    May 29, 2026Harry Jake Cunningham, Nicola Muca CironeTransformer AttentionLinear Attention

    Department of Computer Science, University College London, London, UK. · Cartesia.AI, San Francisco, US.

  19. A Systematic Evaluation of Molecular Mixture Behavior Prediction

    May 28, 2026Roel J. Leenhouts, Nathan K. Morgan, William Green +2Molecular Property PredictionMixtures

    KU Leuven Leuven, Belgium · MIT Cambridge, USA · RWTH Aachen University Aachen, Germany

  20. "I Didn't Make the Micro Decisions": Measuring, Inducing, and Exposing Goal-Level AI Contributions in Collaboration

    May 20, 2026Eunsu Kim, Jessica R. Mindel, Kyungjin Kim +1Human-Ai CollaborationCollaboration

    1KAIST · 2Carnegie Mellon University · 3Seoul National University

  21. Conflict-Free Replicated Data Types for Neural Network Model Merging: A Two-Layer Architecture Enabling CRDT-Compliant Model Merging Across 26 Strategies

    May 16, 2026Ryan GillespieContinual Model MergingNeural Collapse

    Independent researcher

  22. The Scientific Contribution Graph: Automated Literature-based Technological Roadmapping at Scale

    May 14, 2026Peter A. JansenScientific DiscoveryRoadmap

    University of Arizona · 2Allen Institute for Artificial Intelligence

  23. Semantic Cooperative Games for Contribution Attribution in LLM-Based Multi-Agent Systems

    May 14, 2026Pengyi Jiang, Xiaoguang Zhu, Quanyan ZhuContributionsSlices

    New York University · University of California, Davis

  24. Attribution-Based Neuron Utility for Plasticity Restoration in Deep Networks

    May 7, 2026Patrick Elisii, Lucas Beauchemin, Dawer JamshedReplay-Based Continual LearningPlasticity

    The Vanguard Group, Inc.

  25. GETA-3DGS: Automatic Joint Structured Pruning and Quantization for 3D Gaussian Splatting

    May 3, 2026Baobing Zhang, Wanxin Sui3D GaussianNovel View Synthesis

    Robotics Research Group, School of Physics, Engineering and Computer Science, University of Hertfordshire, Hatfield, AL10 9AB, United Kingdom · Department of Electronic and Electrical Engineering, Brunel University London, Kingston Lane, Uxbridge, Middlesex, UB8 3PH, United Kingdom

  26. Data-Free Contribution Estimation in Federated Learning using Gradient von Neumann Entropy

    Apr 24, 2026Asim Ukaye, Mubarak Abdu-Aguye, Nurbek Tastan +1Federated LearningContributions

    MBZUAI, UAE · Michigan State University, USA

  27. EnComp: Lightweight Encoder-Only Context Compression for Retrieval-Augmented Question Answering

    Mar 10, 2026Thao Do, Dinh Phu Tran, An Vo +2Question-Answering BenchmarksData Compression Methods

    Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, South Korea

  28. Not Just How Much, But Where: Decomposing Epistemic Uncertainty into Per-Class Contributions

    Feb 24, 2026Mame Diarra Toure, David A. StephensUncertainty-Aware ClassificationBayesian Neural Networks

    Department of Mathematics and Statistics , McGill University

  29. How Can Incentives and Cut Layer Selection Influence Data Contribution in Split Federated Learning?

    Dec 10, 2024Joohyung Lee, Jungchan Cho, Wonjun Lee +2Stackelberg EquilibriumIncentives

    School of Computing, Gachon University, Seongnam 13120, Rep. of Korea · School of Cybersecurity, Korea University, Seoul, Rep. of Korea · Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ 08544 USA

  30. Measuring Human Contribution in AI-Assisted Content Generation

    Aug 27, 2024Yueqi Xie, Tao Qi, Jingwei Yi +7Generative Artificial IntelligenceHuman-Ai Collaboration

    Princeton University · Tsinghua University · University of Science and Technology of China +4

  31. Neural Dynamic Data Valuation via Stochastic State-Adjoint Trajectories

    Apr 30, 2024Zhangyong Liang, Ji Zhang, Huanhuan GaoShapley ValueCoalition Formation

    National Center for Applied Mathematics Tianjin University Tianjin 300072, China · School of Mathematics, Physics and Computing University of Southern Queensland Toowoomba, Queensland 4350, Australia · School of Mechanical and Aerospace Engineering Jilin University Changchun 130025, China

  32. Class-wise Contribution Estimation via Logit Maximization for Federated Learning

    Date pendingAsim Ukaye, Nurbek Tastan, Mubarak Abdu-Aguye +1Federated LearningContributions

    Mohamed bin Zayed University of Artificial Intelligence, UAE · Michigan State University, USA