@article{whendoesverificationpayoffacloserlookatl, title = {When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers}, author = {Jack Lu and Ryan Teehan and Jinran Jin and Mengye Ren}, year = {2025}, eprint = {2512.02304}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.02304}, }