Calibrating Long-form Generations from Large Language Models

Calibrating Long-form Generations from Large Language Models

9 February 2024

Raghuveer Thirukovalluru

Arman Cohan

Papers citing "Calibrating Long-form Generations from Large Language Models"

6 / 6 papers shown

Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
Gauging Overprecision in LLMs: An Empirical Study Adil Bahaj Hamed Rahimi Mohamed Chetouani Mounir Ghogho 61 0 0 16 Apr 2025
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness Jiuhai Chen Jonas W. Mueller 42 55 0 30 Aug 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 May 2023
On the Relation between Sensitivity and Accuracy in In-context Learning Yanda Chen Chen Zhao Zhou Yu Kathleen McKeown He He 180 77 0 16 Sep 2022
Reducing conversational agents' overconfidence through linguistic calibration Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 197 152 0 30 Dec 2020