Evaluating Computational Language Models with Scaling Properties of Natural Language

In this article, we evaluate computational models of natural language with respect to the universal statistical behaviors of natural language. Statistical mechanical analyses have revealed that natural language text is characterized by scaling properties, which quantify the global structure in the v...

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Bibliographic Details
Main Authors: Takahashi, Shuntaro, Tanaka-Ishii, Kumiko
Format: Article
Language:English
Published: The MIT Press 2019-09-01
Series:Computational Linguistics
Online Access:https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00355