@article{beyondcodepairsdialoguebaseddatagenerati, title = {Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation}, author = {Le Chen and Nuo Xu and Winson Chen and Bin Lei and Pei-Hung Lin and Dunzhi Zhou and Rajeev Thakur and Caiwen Ding and Ali Jannesari and Chunhua Liao}, year = {2025}, eprint = {2512.03086}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.03086}, }