Value

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Period ending 2026-09-21

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  1. Deflecting the Value Compass: Interacting with Large Language Models Temporarily Shifts Human Value Priorities Toward Personal Focus

    Sep 22, 2026Hasibur Rahman, Malak Sadek, Smit DesaiHuman Values

  2. How Do Agent Harnesses Create Value? Planning Information and Release Control in Stateful LLM Agents

    Sep 17, 2026Yukun Zhang, Kemu Xu, Yishen ChenAgent HarnessLarge Language Model Planning

  3. The Organization of Inference: Information, Resource Constraints, and AI Production

    Sep 17, 2026Yukun Zhang, Kemu Xu, Yishen ChenOnline InferenceArtificial Intelligence Systems

  4. How Much is a Human Right Worth? ECtHR-NPD: A Benchmark for Predicting Non-Pecuniary Damage Awards

    Sep 16, 2026Yanyi Pu, Damian A. Gonzalez-Salzberg, Zheng Yuan +1Legal DomainLegal Natural Language Processing Benchmarks

  5. Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

    Sep 16, 2026Yizhuo Li, Jianhao Yan, Yun Luo +9Proximal Policy OptimizationCritic-Free Reinforcement Learning

  6. Behavior2Value: Benchmarking and Empowering LLMs for Consumer Value Measurement from E-commerce Behaviors

    Sep 16, 2026Peixuan Hou, Bin Chen, Li He +4Online Shoppers Purchasing IntentionValue

  7. Quantifying the Value of Privileged Information Using a PAC-Bayesian Approach

    Sep 14, 2026Vasily Bokov (aQa, Leiden University, The Netherlands +24Information-Theoretic LimitsBayesian

  8. Measuring the Value of World-Model Updates: A Counterfactual Utility Protocol for Continual Adaptation

    Sep 11, 2026Anqi Peter Li, Kaden KimCounterfactual RolloutsCounterfactual Reasoning

  9. When Information is Worth the Risk: Behavioral Valuation for Hazardous Robotic Exploration

    Sep 11, 2026Alkesh K. Srivastava, Aamodh Suresh, Carlos Nieto-Granda +1HazardConditional-Value-At-Risk

  10. Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction

    Sep 8, 2026Vishesh Tripathi, Abhay Kumar, Ramsha KhanKey-Value CacheQuadratic Attention

  11. Same Values, Different Languages? From Multilingual Probing to Steering LLMs Toward Chinese Social Values

    Sep 8, 2026Yuemei Xu, Kexin Xu, Jian Zhou +3Human ValuesLarge Language Model Bias

  12. Value-Preserving Architectures for Agentic AI Systems

    Sep 3, 2026Alessandro Pesare, Tommaso Dolci, Katja Hose +1Agentic SystemsMulti-Agent Systems

  13. Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding

    Sep 1, 2026Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito +2Singular Value DecompositionLow-Rank Factorization

  14. Beyond the Clock: Measuring the Value of Adaptive Revision

    Sep 1, 2026Ayushi ChadhaInference-Time ControlDecisions

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

    Sep 1, 2026Vibhhu Sharma, Thorsten Joachims, Sarah DeanHuman-Written TextStylistic Fidelity

  16. OntoAligner-Ensemble: Voting-Based Fusion across Heterogeneous Ontology Alignment Techniques

    Aug 31, 2026Hamed Babaei Giglou, Sören Auer, Peio Popov +2Feature AlignmentEnsemble

  17. Game-Agnostic Value Functions through Automatic JSON Feature Extraction

    Aug 30, 2026Dien Nguyen, Diego Perez-LiebanaValue FunctionsValue

  18. The Time Value of Evolution

    Aug 13, 2026Matthew Siper, Ahmed Khalifa, Julian TogeliusExponential Horizon DependenceEvolutionary Search

  19. H-VAEP and H-xT: Valuing Offensive On-the-Ball Actions in Handball by Estimating Probabilities

    Aug 13, 2026Julius Broermann, Oliver Müller, Michael Döring +1ValueProbability

  20. Thermodynamics of Learning: A Typed Four-Component Accounting of Memory, Fit, and Value

    Aug 13, 2026Akihito SudoValue FunctionsValue

  21. FunnelCausalNet: Funnel-aware Joint Conversion-Revenue Uplift for Multi-tier Coupon Allocation

    Aug 12, 2026Yu Zhang, Zhihan Wang, Guanlin Chen +2Click-Through Rate PredictionFunnel Efficiency

  22. Long-Horizon Forecasting of Complete Financial Statements with Forma

    Aug 11, 2026Travis L. Johnson, Jiannan Jiang, Soumyabrata Chaudhuri +3Load ForecastingLong-Horizon Forecasting

  23. Path Integral Value Matching for Linear Quadratic Stochastic Optimal Control

    Aug 11, 2026Bangyan Liao, Chenglei Yu, Yuchen Yang +4Stochastic Optimal ControlFeynman-Kac

  24. Toward a Theory of Value in AI Alignment

    Aug 10, 2026Andrew Smart, Shazeda Ahmed, Jackie Kay +3Artificial Intelligence AlignmentHuman Values

  25. The Deliberative Deficit: An Empirical Critique of LLMs in Democratic Discourse

    Aug 10, 2026Maurice FlechtnerDeliberationPluralistic Alignment

  26. From Values to Benchmarks: Evaluating Large Language Models for Governmental Use in Dutch

    Aug 10, 2026Laurens Samson, Iva Gornishka, Gossa Lô +2Large Language Model EvaluationLarge Language

  27. Privileged Likelihood Is Not Automatically Value: Three Checks for Token Credit in On-Policy Self-Distillation

    Aug 10, 2026Xuan-Phi Nguyen, Shrey Pandit, Yiran Zhao +3On-Policy DistillationHindsight

  28. Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents

    Aug 9, 2026Harshitha Kolukuluru, Reshma Ashok, Kirat Arora +7Long-Horizon AgentsDeep Research

  29. Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

    Aug 8, 2026Mike HelwigSchemaMetadata

  30. Contextual Value Alignment via Multilayer Combinatorial Fusion

    Aug 7, 2026Yuanhong Wu, Djallel Bouneffouf, D. Frank HsuMulti-Agent Large Language ModelSingle-Agent Baselines

  31. People Are Not Just Their Countries. Disentangling Social Determinants of LLM Value Alignment Across Europe

    Aug 7, 2026Maria-Louisa Wightman, Guillaume Bied, Tijl De BieHuman ValuesLarge Language Model Alignment

  32. Hypothesis Testing with Conditional Queries: Learnability and the Value of Interaction

    Aug 6, 2026Zonghuan XuTwo-Sample TestingOptimal Sample Complexity

  33. Bar-JEPA: Extracting Values from Bar Chart with Joint-Embedding Predictive Architecture

    Aug 6, 2026Poonam Poonam, Alexander Epple, Timo RopinskiChartJoint-Embedding Predictive Architectures

  34. Where Models Converge and Humans Diverge: A Coverage Framework for Distributional Pluralism in Open-Ended Generation

    Aug 6, 2026Zini Yang, Emily Wenger, Richard SoPluralistic AlignmentHuman

  35. What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills

    Aug 5, 2026Tao Li, Junfeng Liu, Qinghua Zhao +5Agentic EvaluationsValue

  36. Socially Grounded Agentic AI: Coordinating Plural Perspectives through Social Theory

    Aug 4, 2026Matt Ratto, Abhishek Moturu, Daniel SilverPluralistic AlignmentSociotechnical Systems

  37. The Evolutionary Origin of Values: implications for AI alignment, sentience and existential risk

    Aug 4, 2026Francis HeylighenArtificial Intelligence AlignmentHuman Values

  38. Everyone Conforms, No One Believes: Pluralistic Ignorance in LLM Agent Populations

    Aug 3, 2026Yashwanth YSMulti-Agent SimulationsConformity

  39. A New Theory of Value for Post-AGI Economics

    Aug 2, 2026Keyun RuanEconomiesValue

  40. Fragility of Value under Imperfect Alignment

    Jul 30, 2026Winter CrossArtificial Intelligence AlignmentHuman Values

  41. Inducing language models to assert their own consciousness restores human beliefs and values

    Jul 30, 2026Junsol Kim, Winnie Street, Roberta Rocca +4Social ReasoningBelief

  42. GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

    Jul 27, 2026Jiacheng Lu, Sinuo Wang, Wentao Zhao +12Finance BenchmarksGrading

  43. Fair Division with Strictly Increasing Valuations: A Tight Threshold for Two-Agent EF1 and PO

    Jul 25, 2026Nicholas TehSubmodular MaximizationPareto Frontier

  44. Singular value soft-thresholding via the polar decomposition

    Jul 24, 2026Stephen BeckerSingular Value DecompositionMulti-Gpu Systems

  45. A Roadmap to Impactful Pluralistic Alignment Research

    Jul 24, 2026Elinor Poole-Dayan, Jillian Fisher, Atoosa Kasirzadeh +3Pluralistic AlignmentArtificial Intelligence Evaluation

  46. General Value Functions for Remaining Useful Life and Failure-Mode Prediction

    Jul 24, 2026Hao Yan, Ali Sarabi, Qing Zou +1Useful Life PredictionEarly Failure Prediction

  47. Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation

    Jul 24, 2026Yunting Song, Matthew Watson, Peter Grabowski +1Large Language Model AlignmentLarge Language Model Evaluation

  48. Relative Value Learning

    Jul 23, 2026Marc Höftmann, Jan Robine, Stefan HarmelingValue FunctionsBellman Equation

  49. Rushes: A Human Preference Dataset for Pluralistic Alignment

    Jul 22, 2026Michael Xu, Jorge Leandro, Sudha Rao +5AnalyticsPluralistic Alignment

  50. LKValues: Aligning Large Language Models with Sri Lankan Societal Values

    Jul 22, 2026Nethmi Muthugala, Supryadi, Surangika Ranathunga +7Large Language Model AlignmentMultilingual Large Language Models

  51. Which Values Do LLMs Confuse? A Schwartz-Based Recognition Study

    Jul 22, 2026Andrei Chetvergov, Stepan Ukolov, Timofei Sivoraksha +5Large Language Model PerformanceValue

  52. Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models

    Jul 22, 2026Yurong Liu, Yeye He, Haoyu Dong +4Tabular DataMissing Data

  53. When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization

    Jul 20, 2026Jize LiPrioritizationLast Mile

  54. Pancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila

    Jul 20, 2026Supryadi, Irfan, Julianti +4Human ValuesLarge Language Model Alignment

  55. A Geometric Perspective on Stabilizing Value Conflict Resolution

    Jul 20, 2026Saket Reddy, Andy LiuLarge Language Model ReasoningKnowledge Conflicts

  56. A Method for Learning Value Systems in Generative AI

    Jul 18, 2026Andrés Holgado-Sánchez, Holger Billhardt, Sascha OssowskiGenerative Artificial IntelligenceArtificial Intelligence Alignment

  57. A Causal Markov Condition for Value

    Jul 18, 2026Olav Benjamin VassendCausal GraphConditional Independence

  58. The Value of Depth in Message Passing on Sparse Graphs: A Kesten-Stigum Dichotomy

    Jul 18, 2026Aseem Raj BaranwalMessage Passing Neural NetworksSearch Depth

  59. Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Values

    Jul 15, 2026Jan Betley, Johannes Treutlein, Jan Dubiński +5Data LeakageValue

  60. ToolAlignBench: Investigating Alignment Conflicts in Tool-Calling Enabled LLMs

    Jul 15, 2026Aryan Keluskar, Amrita Bhattacharjee, Huan LiuLarge Language Model SafetyFewer Tool-Call Errors