@article{improvingcodetranslationwithsyntaxguided, title = {Improving Code Translation with Syntax-Guided and Semantic-aware Preference Optimization}, author = {Yuhan Wu and Huan Zhang and Wei Cheng and Chen Shen and Jingyue Yang and Wei Hu}, year = {2026}, eprint = {2605.13229}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.13229}, }