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cs.SE2026
Diff-Based Code Corruption using LLMs for Large-Scale Bugfix Benchmarking
Balázs Szalontai, Ábel Szauter, Balázs Márton +3
There are various benchmarks to evaluate bugfixing capabilities of Large Language Models. However, most widespread benchmarks do not fully reflect real-world bugfixing practices. T…
cs.LG2026
Neural architectures for resolving references in program code
Gergő Szalay, Gergely Zsolt Kovács, Sándor Teleki +2
Resolving and rewriting references is fundamental in programming languages. Motivated by a real-world decompilation task, we abstract reference rewriting into the problems of direc…