We propose in this paper a stability measure of entropy estimate based on the principle of Bayesian statistics. Stability, or how the estimates vary as ...
We propose in this paper a stability measure of entropy estimate based on the principle of Bayesian statistics. Sta- bility, or how the estimates vary as ...
Bibliographic details on Stability measure of entropy estimate and its application to language model evaluation.
People also ask
What is the entropy of the language model?
What is entropy How would you estimate the entropy of the English language?
Jan 30, 2024 · For language models, our findings reveal that the matrix entropy of representations follows a scaling law type reduction when the model scales.
One of the fundamental questions about human language is whether its entropy rate is positive. The entropy rate measures the average amount of information ...
This paper presents a novel way of examining the accuracy of the evaluation measures commonly used in information retrieval experiments.
Maximum entropy modeling of short sequence motifs with applications to RNA splicing signals ... A novel methodology to estimate metabolic flux distributions in ...
We give a quantified reasoning and description of the perplexity for evaluating language models using the concept of entropy in information theory: The ...
In this paper, a method based on the Information Entropy (IE) is developed to evaluate the equilibrium stability of a given dynamic system.
