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automated test generation 1code reasoning 1large language model evaluation 1model robustness 1problem augmentation 1

From the 1 of 13 linked papers with an AI index.

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20242026
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cs.SE2026

UniCode: Augmenting Evaluation for Code Reasoning

Xinyue Zheng, Haowei Lin, Shaofei Cai +3

The paper presents UniCode, a generative evaluation framework that augments seed coding problems and automatically generates tests to more rigorously assess large language models'…