CrossPL, a 1,982-task benchmark built from GitHub repositories, shows that LLMs achieve at most 79.74% pass@1 on cross-language IPC code generation and struggle with low-level protocols like Pipe.
How are multilingual systems constructed: Characterizing language use and selection in open-source multilingual software,
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CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation
CrossPL, a 1,982-task benchmark built from GitHub repositories, shows that LLMs achieve at most 79.74% pass@1 on cross-language IPC code generation and struggle with low-level protocols like Pipe.