Calibration, Entropy Rates, and Memory in Language Models

11 June 2019

Papers citing "Calibration, Entropy Rates, and Memory in Language Models"

7 / 7 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 94 0 0 25 Apr 2025
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 30 76 0 24 Nov 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 56 154 0 05 Sep 2023
Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models Lautaro Estienne Luciana Ferrer Matías Vera Pablo Piantanida VLM 34 1 0 13 Jul 2023
Local Grammar-Based Coding Revisited L. Debowski 33 0 0 27 Sep 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 29 12 0 24 Feb 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 34 41 0 02 Dec 2021