@article{trainingfreelooselyspeculativedecodingac, title = {Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match}, author = {Jinze Li and Yixing Xu and Guanchen Li and Shuo Yang and Jinfeng Xu and Xuanwu Yin and Dong Li and Edith C. H. Ngai and Emad Barsoum}, year = {2025}, eprint = {2511.22972}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.22972}, }