A fine-tuned CodeT5 model translates competitive programming input specifications into Context-Free Grammars with Counters, which generate test cases that outperform direct LLM-generated tests on CodeContests.
CodeBERT : A pre-trained model for programming and natural languages
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LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming
A fine-tuned CodeT5 model translates competitive programming input specifications into Context-Free Grammars with Counters, which generate test cases that outperform direct LLM-generated tests on CodeContests.