@article{mcqaevalefficientconfidenceevaluationin, title = {MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels}, author = {Xiaoou Liu and Zhen Lin and Longchao Da and Chacha Chen and Shubhendu Trivedi and Hua Wei}, year = {2025}, eprint = {2502.14268}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.14268v1}, }