@article{improvingllmsviavalidatortogeneratoralig, title = {Improving LLMs via Validator-to-Generator Alignment}, author = {Juan Diego Rodriguez and Jocelyn Zhang and Katrin Erk and Greg Durrett}, year = {2026}, eprint = {2607.02668}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.02668}, }