@article{decodingfreesamplingstrategiesforllmmarg, title = {Decoding-Free Sampling Strategies for LLM Marginalization}, author = {David Pohl and Marco Cognetta and Junyoung Lee and Naoaki Okazaki}, year = {2025}, eprint = {2510.20208}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.20208}, }