The paper delivers a taxonomy of seven LLM study types in software engineering along with eight guidelines that separate mandatory requirements from recommended practices to address reproducibility challenges.
D´ ej` aVu: A Map of Code Duplicates on GitHub
4 Pith papers cite this work, alongside 179 external citations. Polarity classification is still indexing.
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Analysis of 4,913 C projects found 37% use at least one GCC builtin, 10 builtins cover over 30% of projects, 110 cover 90%, builtins are still being added, and many tools have incomplete or incorrect support.
Large-scale analysis of 200K PyPI packages identifies 1,361 replicated popular packages, 256 replicated vulnerable packages, and 7 new replicated malicious packages, showing replication as a security threat vector.
Proposes weighted partial similarity framework for project-level software birthmark comparison to detect partial code reuse.
citing papers explorer
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Guidelines for Empirical Studies in Software Engineering involving Large Language Models
The paper delivers a taxonomy of seven LLM study types in software engineering along with eight guidelines that separate mandatory requirements from recommended practices to address reproducibility challenges.
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Understanding GCC Builtins to Develop Better Tools
Analysis of 4,913 C projects found 37% use at least one GCC builtin, 10 builtins cover over 30% of projects, 110 cover 90%, builtins are still being added, and many tools have incomplete or incorrect support.
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Uncovering Similar but Different Packages in PyPI and Potential Security Threats
Large-scale analysis of 200K PyPI packages identifies 1,361 replicated popular packages, 256 replicated vulnerable packages, and 7 new replicated malicious packages, showing replication as a security threat vector.
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Project-wise Comparison of Software Birthmarks Using Weighted Partial Similarity
Proposes weighted partial similarity framework for project-level software birthmark comparison to detect partial code reuse.