@article{plumpreferencelearningplustestcases, title = {$\textbf{PLUM}$: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases}, author = {Dylan Zhang and Shizhe Diao and Xueyan Zou and Hao Peng}, year = {2024}, eprint = {2406.06887}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2406.06887v4}, }