@article{speculativerefinementahybridautoregressi, title = {Speculative Refinement: A Hybrid Autoregressive Diffusion Decoding Strategy and Its Behavior Across Benchmarks}, author = {Aditi Gupta and Neel Mishra and Kushagra Trivedi and Pawan Kumar}, year = {2026}, eprint = {2606.27474}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.27474}, }