Validity

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

Twelve weeks of publication activity for this topic as it is defined today.

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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.

117 papers

Latest in Validity

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  1. SkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback

    Sep 17, 2026Ziqiao Shang, Ling-Yue Ge, Lan-Zhe GuoSearch-Augmented ReasoningUpdates

  2. Reproducibility is not construct validity: LLM measurement of institutionally situated communication

    Sep 17, 2026Veronika Batzdorfer, Carlo Romano Marcello Alessandro SantagiustinaLarge Language Model ReliabilityInter-Rater Variability

  3. The segmentation ceiling: why explicit left-ventricular masks do not improve learned ejection-fraction regression

    Sep 17, 2026Farshid Farhadi Khouzani, Paul La Plante, Bryar Mustafa Shareef +1Whole-Heart SegmentationCardiac Motion

  4. Beyond Measurement Metrics: A Human-Centered Framework for Semantic Validation of Network Traffic Classification

    Sep 15, 2026Igor Cherepanov, David Sessler, Alex Ulmer +2Network TrafficExplainability

  5. A Corpus-Aligned Uthmani-to-Standard Quranic Word Mapping and a Deterministic Recitation Validator

    Sep 14, 2026Yahya Mohamed ElnawasanyArabicWord Error Rate

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

    Sep 12, 2026Qinzhen Ma, Ruihai WuAdmissibilityEfficient Continual Learning

  7. 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 +2Robot Operating SystemPost-Quantum Cryptography

  8. API Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces

    Sep 8, 2026Jennifer Wang, Joachim Baumann, Daniel E. Ho +1Artificial Intelligence BenchmarksApplication Programming Interfaces

  9. Validating DBpedia Triple Sets for Natural Language Generation

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

  10. Spending Scarce Confirmatory PET Measurements: Target-Aligned Validation in A4/LEARN

    Aug 23, 2026Eliuvish Han Cui, Qiang Yang, Meredith Mengmeng ZhangPositron Emission TomographyControlled Study

  11. Conditional Validity for Adaptive Modality Acquisition: When the Policy Chooses Its Own Calibration Group

    Aug 16, 2026Melika BaghiConditional DistributionValidity

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

    Aug 13, 2026Shangao Li, Yao Zhang, Volker Tresp +1ValidityFinance Benchmarks

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

    Aug 13, 2026Junhao Luo, Ning Huang, Ziqi Sha +2Large Language Model EvaluationAlgorithm Auditing

  14. When Do Task Vectors Interfere? Mapping the Validity Boundaries of Weight-Space Composition

    Aug 10, 2026Chencheng Zhu, Xiaoyang Li, Taotao CaiWeight-SpaceArithmetic

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

    Aug 9, 2026Minhan Cho, Jimin KweonLarge Language Model ReasoningValidity

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

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

  17. Towards Valid B-Rep Generation: Training-Free Wireframe Anomaly Detection and Repair

    Aug 5, 2026Jingyu Wu, Youcheng Cai, Tengyu Luo +1Geometric ReconstructionComputer-Aided Design

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

    Aug 3, 2026Stefan Hut, Lorenzo MasoeroControlled StudyValidity

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

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

  20. UpliftBench: Revealing Outcome-Regime and Objective Mismatch in Uplift Evaluation

    Aug 2, 2026Binshuang LiHeterogeneous Treatment EffectsMismatch

  21. Beyond Component Testing: Validating Agentic AI Systems

    Jul 31, 2026Fabio Orazio Mirto, Luca D'Agati, Giuseppe Tricomi +4Agentic SystemsMulti-Agent Systems

  22. Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug?

    Jul 30, 2026Xiaonan Xu, Wenjing WuBugValidity

  23. Evaluating Agentic Bioinformatics through Function, Evidence, and Validation

    Jul 30, 2026Phuc Pham, Truong-Son HyScientific WorkflowsAgentic Workflows

  24. 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 +1Sheet MusicTranscription

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

    Jul 28, 2026Shutong Qiao, Wei Yuan, Tong Chen +3RecommendationLarge Language Model Generation

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

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

  27. LAWFUL: Law-Aligned Witness for Faithful Use of Latents

    Jul 26, 2026Kevin Chen, Kenneth W. Parker, Anish AroraModel InterpretabilityInductive Logic Programming

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

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

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

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

  30. Equilibrium Causal Digital Twins: Validation, Transport, and Identification Limits

    Jul 23, 2026Faraz Dadgostari, Neda NazemiCognitive Digital TwinsDigital Twins

  31. 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. AltarawnehOversamplingExtreme Class Imbalance

  32. 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 Twin FrameworkModel Predictive Control

  33. Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation

    Jul 17, 2026Muntaser Syed, Marius Silaghi, Sheikh Abujar +1Temporal Knowledge GraphsChronos

  34. AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots

    Jul 17, 2026Priyanka V. Setty, Arvind Ramanathan, Ian Foster +1Human-In-The-LoopValidity

  35. Reward-Free Evolving Agents via Pairwise Validator

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

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

    Jul 15, 2026Serkan BallıLlm-As-A-JudgeText Corpora

  37. Structured Feedback Improves Repair in an LLM Agent Loop

    Jul 15, 2026Jaideep Ray, Ankit GoyalAgent LoopFeedback Learning

  38. 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 +2Requirements EngineeringExplainability

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

    Jul 13, 2026Tengjiao LiuRuntime EnforcementMulti-Agent Debate

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

    Jul 9, 2026Manuel PitaHuman AnnotatorsValidity

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

    Jul 9, 2026Rian Dolphin, Joe Dursun, Jarrett Blankenship +2Finance DomainTaxonomy

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

    Jul 9, 2026Joongho Ahn, Moonsoo KimPersonalized Large Language Model AgentsValidity

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

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

  44. 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

  45. SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language Models

    Jul 7, 2026Yizhi Wang, Xinghua Gao, Reachsak Ly +1Smart HomesRemediation

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

    Jul 6, 2026Fabien PollyLow-Rank Adaptation AdaptersBackdoor Attacks

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

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

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

    Jul 1, 2026Markos Antonopoulos, Anastasia Bolovinou, Bill Roungas +2V2XAutonomous Driving

  49. Critical Interval MSE: Toward Reliable Offline Validation for Robot Manipulation Policies

    Jun 29, 2026Haoxu Huang, Tongsam Zheng, Yifan Chen +2Robot PoliciesMean Squared Error

  50. 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 SaenzArtificial Intelligence GovernanceBlockchain

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

    Jun 26, 2026Xinyuan Song, Zekun CaiLarge Language Model PlanningLatent World Models

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

    Jun 25, 2026Taiheng PanLong-Term Conversational MemoryValidity

  53. Cryptographic certificates of validity for trustworthy AI

    Jun 22, 2026Murdoch J. GabbayZero-Knowledge ProofsCertificates

  54. When Is Emergent Consensus Real? A Measured Coupling Gain and a Validity Diagnostic for LLM Agent Societies

    Jun 20, 2026Dongxu YangSocial DynamicsOutcome

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

    Jun 18, 2026William Guey, Pierrick BougaultIterative Self-CorrectionAuthorship

  56. 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

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

    Jun 16, 2026Jizong ZhanComputer-Aided DesignReal3D-Ad Datasets

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

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

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

    Jun 16, 2026Matthew Francis DixonValidity

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

    Jun 14, 2026Costa GeorgantasPeer ReviewReview