APA (7th ed.) Citation

Li, C., Wu, J., Zhang, H., Chen, Z., An, G., Qiu, J., . . . Tian, Q. (2026). Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation.

Chicago Style (17th ed.) Citation

Li, Changcheng, Jiancan Wu, Hengheng Zhang, Zhengsu Chen, Guo An, Junxiang Qiu, Xiang Wang, and Qi Tian. Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation. 2026.

MLA (9th ed.) Citation

Li, Changcheng, et al. Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation. 2026.