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RepoReasoner: Evaluating Repository-Level Code Reasoning Ability of Long-Context Language Models
2026 · 0 citations
Recent large language models (LLMs) have shown strong performance on software engineering tasks, yet most existing benchmarks evaluate code reasoning at the function level, where all relevant information is localized. This setting fails to reflect real-world development, which requires reasoning across multiple files and complex dependency structures. We introduce RepoReasoner, a benchmark for evaluating repository-level code reasoning. It assesses two complementary abilities: Output Prediction,…
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Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R
2021 · 8753 citations
A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) was published (Hair, Hult, Ringle, & Sarstedt
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Interpretable Multivariate Process Monitoring Using MEWMA and Explainable Machine Learning
2026 · 0 citations
Monitoring the stability of multivariate quality processes is essential for ensuring product conformity and process reliability in industrial systems. Multivariate Exponentially Weighted Moving Average (MEWMA) control charts are widely used to detect small and persistent shifts in correlated quality characteristics. However, although MEWMA can identify out-of-control (OOC) conditions, it does not directly indicate which variables contribute to the detected signal. To address this limitation, thi…
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