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  1. Beyond Word Error Rate: A Switch Aware Evaluation of ASR and Audio Language Models on English Yoruba Code-Switched Speech

    Sep 12, 2026Chibuzor Okocha, Christan Earl GrantCode-SwitchingWord Error Rate

  2. Towards a Deterministic Math Solver for Clinical Language Models

    Sep 12, 2026Felipe Ocampo Osorio, Sebastián Andrés Cajas Ordoñez, Maximin Lange +5Numerical ReasoningSolvers

  3. Diarization Error Decomposition Under Pause Annotation Ambiguity

    Sep 11, 2026Shota Horiguchi, Marc Delcroix, Naohiro Tawara +1Speaker DiarizationErrors

  4. Retrofitting Code Using LLMs to Support Exceptional Behavior

    Sep 9, 2026Linghan Zhong, Jiyang Zhang, Jayanth Srinivasa +2AI Code GenerationErrors

  5. Let It Go or Learn to Self-Correct: Continuous Diffusion for Constrained Discrete Tasks

    Sep 8, 2026Mariia Drozdova, Stéphane Liem Nguyen, François FleuretDiffusion ModelsDenoising Diffusion Probabilistic Model

  6. Medical AI Encodes a "Feeling of Error": Verifying Cancer Segmentation via Internal Concepts

    Sep 8, 2026Mengmeng Ma, Yunxiang Peng, Tang Li +4Lesion SegmentationArtificial Intelligence Models

  7. A Closed-Form Estimator and Diagnostic Battery for Anchor-Judge Error Correlation, Under a Single-Common-Factor Model

    Sep 8, 2026Veerendra Kumar SunkavalliInter-Rater VariabilityLlm-As-A-Judge

  8. Popular Knowledge Propagates More Errors in LLM Knowledge Updating

    Sep 8, 2026Yuji Zhang, Weibing Wang, Cheng Qian +5FactsLarge Language Model Memory

  9. Structured Extrema Errors in Classical Surrogates for Viscous Burgers: A Physics-Consistent Interpretation

    Sep 7, 2026Youssef OubariSurrogate ModelingShallow Water Equations

  10. A Fundamental Limit in Decentralized Decision-Making

    Sep 7, 2026Marco Carpentiero, Felice Scala, Vincenzo Matta +1DecentralizationDecisions

  11. LANTERN: Language Model Assessment on Noisy and Transformed Tasks for Understanding Error and Robustness Nuances

    Sep 7, 2026Vamsi Krishna Kodavali, Rituraj SinghEvaluation BenchmarksWord Error Rate

  12. Ten Architectures, One Error: Shared Failure Modes in Hyperspectral Classification under Spatially Disjoint Evaluation

    Sep 1, 2026Ehsan Faghih, Fatemeh Ashrafi, Marguerite Moore +1Hyperspectral Image ClassificationImage Classification

  13. Revisiting Cross-View Completion: Self-Supervised Pre-Training via Reconstruction Error Comparison

    Sep 1, 2026Thibaut Loiseau, Guillaume Bourmaud, Vincent LepetitCross-ViewPaired Supervision

  14. DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory

    Sep 1, 2026Xincheng Wei, Yifan Ding, Yoshua Li +5Self-EvolutionMathematical Reasoning Benchmarks

  15. Commit-first LLM judging inherits the judge's own errors

    Aug 31, 2026Idil GozelJudgesLarge Language Model Judges

  16. Compact and Infinite-Order Error Analysis for Null-Space SVD Estimation

    Aug 31, 2026Xin Li, Jonathan Cohen, Rami PuzisSingular Value DecompositionSingularity

  17. When Errors Become Memories: Causal Pathway Tracing in Multi-Turn Memory-Augmented LLMs

    Aug 31, 2026Shuyao Xiao, Shengling Wang, Xuan Chen +8Memory-Augmented Large Language ModelsLarge Language Models Fail

  18. Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models

    Aug 30, 2026Hermione Warr, Harry Anthony, Lilli J Freischem +3Radiology Report GenerationPositron Emission Tomography

  19. Source-Dependent Deference in Medical Imaging Agents Under Falsified Findings: A Pilot Audit

    Aug 30, 2026Ridam Roy, Md Shahriar Rashid, Md. Rajib MiaFalsificationFalsehood

  20. High-dimensional networks and mean squared error for possibly misspecified models

    Aug 13, 2026Lourens WaldorpLassoHigh-Dimensional

  21. Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\&CK-Aligned Triage as a Worked Instance

    Aug 12, 2026Zhenpeng LiAI Risk AssessmentThreat Models

  22. Unsure but Certain: Uncovering the Representation-Confidence Gap in Diffusion Language Models

    Aug 9, 2026Saurabh Yadav, Badri Narayana Patro, Vijay Srinivas AgneeswaranDiffusion Language ModelsGeneralizable Ranking Purpose

  23. Understanding Calibration and Truncation Error Propagation in Training-Free Low-Rank Compression for LLMs

    Aug 9, 2026Mohanad Odema, Gabrielle De Micheli, Dayin Gou +3Large Language Model CompressionLow-Rank Factorization

  24. Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees

    Aug 8, 2026Fariya Afrin, Ibne Farabi ShihabEnsembleEqual Error Rate

  25. SynVAR: Synergizing Spatial and Semantic Alignment in Visual Autoregressive Model

    Aug 8, 2026Zhennan Chen, Tianxing Shi, Pengcheng Xu +5Visual Autoregressive ModelsSynsfx

  26. Blind to the Pivotal Vote: Aggregate Independence Metrics Miss Where Verification Actually Helps

    Aug 7, 2026Yang ShuLarge Language Model JudgesEqual Error Rate

  27. Vorch-Director: Interactive World Story Model via Noise-Aware Error Rectification

    Aug 6, 2026Lisai Zhang, Yidi Wu, Qi Liu +7Video Diffusion ModelsCinematic Video Generation

  28. Differential 6-DOF Pose Estimation with Provable First-Order Immunity to Camera Calibration Errors

    Aug 5, 2026Yueqiang Zhang, Liang Deng, Yi Zhang +5Robust Pose EstimationExtrinsic Calibration

  29. Should the Boundary Term Be Learned in Reflected Diffusion? Conormal Trace and Reflection Masking

    Aug 4, 2026Ziyue Wang, Takafumi KanamoriScore-Based Diffusion ModelReflection Layers

  30. RefactorAssist: Agentic Refinement for Reliable Code Refactoring

    Aug 2, 2026Jonathan Cordeiro, Shayan Noei, Ying ZouCode RefactoringErrors

  31. Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors

    Aug 1, 2026Alexander ScheinkerDiffusion ModelsTraining-Inference Mismatch

  32. Error Analysis of Neural-Network-Based Engression

    Jul 30, 2026Juntong Chen, Zijian Guo, Xinwei ShenNeural-Network ApproximationEqual Error Rate

  33. Mitigating Compounding Error via Video Representation Regularization

    Jul 29, 2026Taiye Chen, Qi Zhang, Yisen WangAutoregressive Video GenerationDegradation

  34. Flat Score, Amplified Failures: How the Error Budget Masks Damage in Quantized LLM Agents

    Jul 29, 2026Jiwon Jang, Kisu Yang, Heuiseok Lim +1QuantizationLarge Language Models Fail

  35. Automated Numerical Stability Analysis of Deep Learning Operators

    Jul 28, 2026Xinye ChenStability AnalysisNeural Operators

  36. Hallucination Rates in Language Generation

    Jul 25, 2026Debmalya Panigrahi, Fan Wei, Ian ZhangFundamental LimitsErrors

  37. Error Certificates for KV-Cache Eviction via Randomized Design

    Jul 23, 2026Peng XieKey-Value Cache EvictionEviction

  38. Test-Time Scaling via Error Localization

    Jul 23, 2026Rajiv Shailesh Chitale, Rahul Madhavan, Taneesh Gupta +2Test-Time ScalingInference-Time

  39. CURED: Creating, Understanding, and Repairing Errors Demonstrator

    Jul 22, 2026Nicholas Chandler, Sebastian Jäger, Philipp Jung +1Tabular DataErrors

  40. Machine-learned syndrome post-selection for reliable quantum error correction

    Jul 21, 2026Tobias Haug, Askery Canabarro, Leandro AolitaQuantum Error CorrectionError Correction

  41. The Knowing-Saying Gap: When Probes See Errors that Confidence Misses

    Jul 21, 2026Jyotin Goel, Ipshita Bandyopadhyay, Justin ShenkErrorsInformation Gap

  42. The Calibration Channel Determines the Bayes-Error Proxy: An Exact Law for Temperature-Induced Distortion

    Jul 20, 2026Shreyas Pradeepkumar KhandaleTemperatureCalibrated Uncertainty

  43. Packet-Loss Robust 3D Gaussian Compression via Atomic Packaging and GNN-based Error Concealment

    Jul 20, 2026Yuxuan Tao, Xuerui Ma, Hao Zhang +1Neural Rendering3D Gaussian Splatting

  44. Spatial Transport of Integration Error in Generative ODEs

    Jul 17, 2026Songheng YinTraining-Inference MismatchEuler Discretization

  45. Efficient Sequential Calibration with O(T^{2/3-ε}) Error Bound

    Jul 14, 2026Zihan ZhangCalibrated UncertaintyRecalibration

  46. Saturation Makes Quantization Error Additive: A Coverage Model with a Certificate

    Jul 14, 2026Joshua HillMixed-Precision QuantizationSaturation

  47. ERR@HRI 3.0 Challenge: Multimodal Detection of Errors and Anticipation in Human-Robot Interactions

    Jul 13, 2026Maria Teresa Parreira, Micol Spitale, Maia Stiber +5Human-Robot InteractionMultimodal Dataset

  48. The Count Is There, but Misaligned: Understanding and Correcting Counting Failures in VLMs

    Jul 10, 2026Ahmed Oumar El-Shangiti, Abzal Nurgazy, Hilal AlQuabeh +2CountingErrors

  49. Multi-Class vs. Multi-Label BERT for CVE-to-CWE Mapping: How Taxonomy Structure Shapes the Errors

    Jul 8, 2026Ana Schwengber Kelm, Christian Bockermann, Jörg FrochteVulnerability Detection & RepairMulticlass Classification

  50. Format-Controlled Multi-Scale JPEG Compression Response Analysis for Image-Level Forgery Screening

    Jul 7, 2026Sujith K MandalaFace Forgery DetectionLighting Artifacts

  51. Does It Fail to See or Fail to Know? Attributing Errors in Vision-Language Models

    Jul 6, 2026Khang Nhat Hoang Vo, Artem Vazhentsev, Artem Shelmanov +2ErrorsUncertainty Quantification

  52. On Pairwise Quantile Regression -- Statistical Guarantees and Applications

    Jul 5, 2026Romain Thérézien, Stephan Clémençon, Fantin Girard +1Quantile RegressionSpearman Correlation

  53. The Granularity Paradox: How Temporal Disaggregation Inflates In-Sample Fit and Compounds Out-of-Sample Error

    Jul 5, 2026Hugo MoreiraGranularityError Propagation

  54. The Binary Tree Mechanism is Optimal for Approximate Differentially Private Continual Counting

    Jul 1, 2026Konstantina Bairaktari, Kasper Green LarsenDifferential PrivacyCounting

  55. MetaHOPE: A Metaphor-Oriented Evaluation Framework for Analysing MT and LLM Translation Errors

    Jul 1, 2026Jiahui Liang, Lifeng HanMetaphorsMachine Translation Quality

  56. When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors

    Jun 30, 2026Yuqing Yang, Qi Zhu, Zhen Han +5ErrorsCritic

  57. Revising RVL-CDIP: Quantifying Errors and Test-Train Overlap

    Jun 30, 2026Stefan Larson, Attila Nagy, Sam Desai +8ErrorsError Propagation

  58. What Counts as an Error? Dual-Reference Benchmarking for Atypical ASR

    Jun 30, 2026Hawau Olamide Toyin, Srinivasan Umesh, Hanan AldarmakiAutomatic Speech Recognition EvaluationAutomatic Speech Recognition Model

  59. Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns

    Jun 29, 2026Robson Alves Vilar, Emanuel Dantas Filho, Ademar França de Sousa Neto +5Multiple-Choice QuestionsErrors

  60. REPAIR-Bench: A Benchmark for Robot Error Perception And Interaction Recovery

    Jun 29, 2026Giuliano Pioldi, Yashika Batra, Arman Ibrayeva +4Human-Robot InteractionRobot Failures