@misc{cho2026judge, title={Ask, Don't Judge: Binary Questions for Interpretable LLM Evaluation and Self-Improvement}, author={Sangwoo Cho and Kushal Chawla and Pengshan Cai and Zefang Liu and Chenyang Zhu and Shi-Xiong Zhang and Sambit Sahu}, year={2026}, eprint={2606.27226}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2606.27226} }