InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States Mohammad Beigi author Ying Shen author Runing Yang author Zihao Lin author Qifan Wang author Ankith Mohan author Jianfeng He author Ming Jin author Chang-Tien Lu author Lifu Huang author 2024-11 text Findings of the Association for Computational Linguistics: EMNLP 2024 Yaser Al-Onaizan editor Mohit Bansal editor Yun-Nung Chen editor Association for Computational Linguistics Miami, Florida, USA conference publication beigi-etal-2024-internalinspector 10.18653/v1/2024.findings-emnlp.751 https://aclanthology.org/2024.findings-emnlp.751/ 2024-11 12847 12865