@article{ignitingcreativewritinginsmalllanguagemo, title = {Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards}, author = {Xiaolong Wei and Bo Lu and Xingyu Zhang and Zhejun Zhao and Dongdong Shen and Long Xia and Dawei Yin}, year = {2025}, eprint = {2508.21476}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.21476}, }