Validity

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4 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-14

3 new papers

A weekly snapshot of new work published in Validity.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Validity.

105 papers

Latest in Validity

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  1. When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents

    Sep 12, 2026Qinzhen Ma, Ruihai WuGatingValidity

  2. AXON: A ROS 2 RMW with Shared-Memory/QUIC Transport and QKD/ML-KEM Key Establishment

    Sep 9, 2026Sergio Sánchez de la Fuente, Miguel Ángel González-Santamarta, Francisco Javier Rodríguez-Lera +2Quantum AlgorithmsDiffie-Hellman

  3. Validating DBpedia Triple Sets for Natural Language Generation

    Sep 7, 2026Mark Andrade, Simon Mille, Anya Belz +1RdfNatural Language

  4. Recovering Expert Critic-Sourced Network Adjacency between Musical Artists from Acoustic Distributions: A Construct-Validity Approach

    Aug 27, 2026Elena Badillo-Goicoechea, Fengfeng HeCollaborative FilteringMusical Structure

  5. QuoteBench: How Matched Scores Can Hide Command-Path Failures

    Aug 13, 2026Shangao Li, Yao Zhang, Volker Tresp +1Failure ModesValidity

  6. Beyond Local Accuracy: A Protocol-Level Identifiability Audit for Controlled LLM Reasoning Evaluation

    Aug 13, 2026Junhao Luo, Ning Huang, Ziqi Sha +2Algorithm AuditingValidity

  7. Reproducing and Stress-Testing Two Approaches to LLM Reasoning Reliability: Test-Time Probability Aggregation and Logic-Representation Editing

    Aug 9, 2026Minhan Cho, Jimin KweonLLM Reasoning MethodsReliability

  8. CAS2UML: A Handwritten Sketch-to-PlantUML Dataset for Class and Activity Diagrams

    Aug 7, 2026Simon Scholz, Mersedeh SadeghiDiagramsData Generation Pipelines

  9. JTA: Joint Testability Architecture for Scenario-Based Validation of Safety-Critical Software

    Aug 6, 2026Wenyao Xue, Jiandi Wang, Yichen WangSafety-Critical DomainsValidity

  10. Can AI Agents Simulate A/B Test Outcomes? A Validation Framework for Agentic Experimentation

    Aug 3, 2026Stefan Hut, Lorenzo MasoeroControlled StudyGeneralizable Time-Series Behavioral Modeling

  11. FastGFDs: Efficient Validation of Graph Functional Dependencies with Desbordante

    Aug 3, 2026Anton Chernikov, Yurii Litvinov, Kirill Smirnov +1SubgraphsProfiling

  12. Beyond Component Testing: Validating Agentic AI Systems

    Jul 31, 2026Fabio Orazio Mirto, Luca D'Agati, Giuseppe Tricomi +4Production Agentic SystemsArtificial Intelligence Risk

  13. Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case

    Jul 29, 2026Yi-Sheng Hsu, Nermeen Abou Baker, Uwe HandmannInformation ExtractionExtraction

  14. Explicit Note-Event Tokenization and Pitch-Validity Constrained Decoding for MIDI-to-Tablature Transcription

    Jul 29, 2026Ting-Kai Hsu, Wei-Chin Wang, Kai-Xi Hong +1Music TranscriptionTranscription

  15. VaLiDRec: Variable-Length LLM-Aligned Semantic IDs for Generative Recommendation

    Jul 28, 2026Shutong Qiao, Wei Yuan, Tong Chen +3RecommendationUnified Generative Framework

  16. RIDGE: An Autonomous Framework for Validation and Method Discovery in LLM-Generated Option Pricing

    Jul 28, 2026Liexin Cheng, Xue Cheng, Shuaiqiang Liu +1Derivative PricingValidity

  17. GEMCo: A Validated, Ethically Releasable Proxy for Inaccessible Counselling Data

    Jul 26, 2026Philipp Steigerwald, Eric Rudolph, Mara Stieler +3Cognitive Behavioral TherapyProgressive Disclosure

  18. MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation

    Jul 24, 2026Zhen Zhao, Qihang Yang, Feifei Dai +2AI Code GenerationCode Quality

  19. Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI

    Jul 24, 2026Jiaqi Shao, Hanck Chen, Wei Zhang +2Agentic BenchmarksExploitation

  20. Learning and Structurally Validating Simulation Scenario Continuations in Dynamic Graph Systems

    Jul 23, 2026Michael Romei de Socio, Gian Luca Pozzato, Alessio MerloScenario GenerationContinuation

  21. Synthetic minority data is redundant or invalid: a data-dependent validity theory and a de-biased test

    Jul 22, 2026Ahmad B. Hassanat, Ahmad S. Tarawneh, Ghada A. AltarawnehSynthetic DataExtreme Class Imbalance

  22. A Continual Validation, Updating, and Decision-Making Framework for Self-Adaptive Digital Twins via Robust Model Predictive Control: A Case Study in Additive Manufacturing

    Jul 20, 2026Yi-Ping Chen, Ying-Kuan Tsai, Vispi Karkaria +3Digital TwinsModel Predictive Control

  23. Reward-Free Evolving Agents via Pairwise Validator

    Jul 15, 2026Minghao Liu, Yu Wang, Jiayun Wang +1Self-Evolving AgentsAgentic Evaluations

  24. The Test Oracle Problem in Synthetic LLM-as-Judge Corpora: Disappearance, Distortion and a Validation Protocol

    Jul 15, 2026Serkan BallıLlm-As-A-JudgeCorpus

  25. Structured Feedback Improves Repair in an LLM Agent Loop

    Jul 15, 2026Jaideep Ray, Ankit GoyalAgentic LoopNatural Language Feedback

  26. Evaluating RE Practices for Explainability: Synthesizing Insights from Daimler Truck into an Explainable RE Framework Proposal

    Jul 13, 2026Umm-e- Habiba, Lucas Mauser, Jonas Fritzsch +2ExplainabilityElicitation

  27. Heterogeneous Agent Cohorts for Safe Open-Ended Exploration with Runtime Constraint Memory

    Jul 13, 2026Tengjiao LiuRuntime EnforcementRuntime

  28. Validity of LLMs as data annotators: AMALIA on authority

    Jul 9, 2026Manuel PitaHuman AnnotatorsValidity

  29. Grounded Event Extraction from SEC 8-K Filings with a Fine-Grained Taxonomy

    Jul 9, 2026Rian Dolphin, Joe Dursun, Jarrett Blankenship +2Financial DisclosuresOpen-Domain Event Extraction

  30. From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents

    Jul 9, 2026Joongho Ahn, Moonsoo KimEnterprise SystemsValidity

  31. Validating LLMs in social science: Epistemic threats and emerging norms

    Jul 8, 2026Meera Desai, Dallas Card, Abigail Z. JacobsComputational Social ScienceLarge Language Model Reliability

  32. Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators

    Jul 8, 2026Christian Oefinger, Finn Rasmus Schäfer, Korbinian Moller +2World ModelsAutonomous Driving Simulation

  33. Learning Only What Valid Adapters Can Express: Subspace-Constrained Adaptation Against Fine-Tuning Poisoning

    Jul 6, 2026Fabien PollyLow-Rank AdaptersFinetuning

  34. Validation-Induced Shapley Shifts: How Validation Structure Distorts Data Valuation

    Jul 4, 2026Yinan Shen, Ziao Yang, Hongfu LiuShapley ValueDistribution Shifts

  35. Beyond Line of Sight: Hybrid Validation of V2X Collective Perception in Complex Scenarios

    Jul 1, 2026Markos Antonopoulos, Anastasia Bolovinou, Bill Roungas +2V2XVehicle Detection

  36. The registrar's function in a hybrid society. AI value chain,smart data and the concept of property

    Jun 27, 2026Pompeu Casanovas, Carmen Pastor Sempere, Marina Echebarria SaenzRegulationBlockchain

  37. Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents

    Jun 26, 2026Xinyuan Song, Zekun CaiLarge Language Model PlanningClassical Planning

  38. ConvMemory v3: A Validity Context Layer for Conversational Memory via Target-Conditioned Relation Verification

    Jun 25, 2026Taiheng PanConversational MemoryValidity

  39. Cryptographic certificates of validity for trustworthy AI

    Jun 22, 2026Murdoch J. GabbayZero-Knowledge ProofsCertificates

  40. Self-Preference Is Weak or Absent in Verifiable Instruction-Following Revision: A Four-Model Test Under Genuine Authorship

    Jun 18, 2026William Guey, Pierrick BougaultSelf-CorrectionAuthorship

  41. Reliability without Validity: A Systematic, Large-Scale Evaluation of LLM-as-a-Judge Models Across Agreement, Consistency, and Bias

    Jun 17, 2026Justin D. Norman, Michael U. Rivera, D. Alex HughesLlm-As-A-JudgeJudges

  42. Compact Geometric Representations of Hierarchies

    Jun 16, 2026Prashant Gokhale, Piotr Indyk, Yuhao Liu +3Hyperspherical Embedding GeometryHierarchical

  43. FllumaOne: A Code-Native Multimodal CAD Dataset with Executable Programs and Kernel-Validated Feature Histories

    Jun 16, 2026Jizong ZhanKdh-CadComputer-Aided Design

  44. Domain-Validity-Gated Metamorphic Testing of Scientific ML Surrogates

    Jun 16, 2026Meng Li, Xiaohua Yang, Jie Liu +1Surrogate ModelingValidity

  45. Model Validation of Agentic AI Systems: A POMDP-Based Framework for Belief-State, Forecast, and Policy Validation

    Jun 16, 2026Matthew Francis DixonArtificial Intelligence ModelsValidity

  46. Intelligence Is Not the Bottleneck: Validating an LLM First-Pass Manuscript Score Against Peer-Review Outcomes

    Jun 14, 2026Costa GeorgantasPeer ReviewReview

  47. Polyp-D2ATL: Deep Domain-Adaptive Transfer Learning for Colorectal Polyp Classification under Label Distribution Shift

    Jun 12, 2026Sajad Jabarzadeh Ghandilu, Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi +1Polyp SegmentationDistribution Shifts

  48. Designing Safety-Constrained LLM Systems for Public Health Information Access

    Jun 11, 2026Ben Torkian, Jun ZhouLarge Language Model SafetyAI Safety Alignment

  49. IVIE: A Neuro-symbolic Approach to Incremental and Validated Generation of Interactive Fiction Worlds

    Jun 11, 2026Micaela Vaucher, Santiago Silveira, Santiago Góngora +1Neuro-Symbolic FrameworkNarrative Generation

  50. Online Shift Detection and Conformal Adaptation for Deployed Safety Classifiers

    Jun 10, 2026Jun Wen LeongDistribution ShiftsThreat Models

  51. Range-Aware Bayesian Optimization for Discovering Diverse Designs within Target Property Windows

    Jun 10, 2026Shengli Jiang, Jason Wu, Charles M. Schroeder +1Bayesian OptimizationMulti-Objective Optimization

  52. Evaluating Research-Level Math Proofs via Strict Step-Level Verification

    Jun 9, 2026Yifeng SunMathematical ReasoningAgentic Reasoning

  53. BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

    Jun 8, 2026Gianluca Barmina, Annemette Broch Pirchert, Andrea Blasi Núñez +2Model CheckpointsPytorch

  54. Self-Harness: Harnesses That Improve Themselves

    Jun 8, 2026Hangfan Zhang, Shao Zhang, Kangcong Li +5Agent HarnessSelf-Improving Agents

  55. Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure

    Jun 6, 2026Jun He, Deying YuLarge Language Model SafetyArtificial Intelligence Infrastructure

  56. Field Validation of a Multi-Resolution ConvLSTM Framework for Retaining Wall Deformation Prediction

    Jun 4, 2026Jihoon Kim, Saeyon Kim, Heejung YounPredictive PerformanceValidity

  57. Trust, but Don't Verify: Epistemic Blind Spots in LLM Source Evaluation

    Jun 3, 2026Rohan N. Pradhan, Steve GoleyLarge Language Model ReliabilityLarge Language Model Evaluation

  58. Validity Threats for Foundation Model Research

    Jun 3, 2026Gunnar König, Martin Pawelczyk, Ulrike von Luxburg +1Foundation ModelValidity

  59. CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

    Jun 3, 2026Nikodem TomczakSchemaMulti-Objective Constraint Inference

  60. Central Description Length (CDL) Clustering Validation Index

    Jun 2, 2026Mahdi Shamsi, Soosan BeheshtiClusteringCluster