@misc{zhang2025verbalized, title={Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity}, author={Jiayi Zhang and Simon Yu and Derek Chong and Anthony Sicilia and Michael R. Tomz and Christopher D. Manning and Weiyan Shi}, year={2025}, eprint={2510.01171}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2510.01171} }