LLM-generated code frequently contains repetitive patterns at character, statement, and block levels, and a rule-based pruner named DeRep reduces this repetition and improves functional correctness on HumanEval and MBPP.
Automated repair of programs from large language models,
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Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation
LLM-generated code frequently contains repetitive patterns at character, statement, and block levels, and a rule-based pruner named DeRep reduces this repetition and improves functional correctness on HumanEval and MBPP.