[HTML][HTML] Quantifying relevance in learning and inference

M Marsili, Y Roudi - Physics Reports, 2022 - Elsevier
Learning is a distinctive feature of intelligent behaviour. High-throughput experimental data
and Big Data promise to open new windows on complex systems such as cells, the brain or …

Zipf's law for word frequencies: Word forms versus lemmas in long texts

Á Corral, G Boleda, R Ferrer-i-Cancho - PloS one, 2015 - journals.plos.org
Zipf's law is a fundamental paradigm in the statistics of written and spoken natural language
as well as in other communication systems. We raise the question of the elementary units for …

Adaptive communication: Languages with more non-native speakers tend to have fewer word forms

C Bentz, A Verkerk, D Kiela, F Hill, P Buttery - PloS one, 2015 - journals.plos.org
Explaining the diversity of languages across the world is one of the central aims of
typological, historical, and evolutionary linguistics. We consider the effect of language …

Shared neural and cognitive mechanisms in action and language: The multiscale information transfer framework

A Blumenthal‐Dramé, E Malaia - … Reviews: Cognitive Science, 2019 - Wiley Online Library
This review compares how humans process action and language sequences produced by
other humans. On the one hand, we identify commonalities between action and language …

Linguistic complexity: relationships between phoneme inventory size, syllable complexity, word and clause length, and population size

G Fenk-Oczlon, J Pilz - Frontiers in Communication, 2021 - frontiersin.org
Starting from a view on language as a complex, hierarchically organized system composed
of many parts that have many interactions, this paper investigates statistical relationships …

Dependency distance minimization: a diachronic exploration of the effects of sentence length and dependency types

X Liu, H Zhu, L Lei - Humanities and Social Sciences Communications, 2022 - nature.com
Dependency distance is regarded as an index of memory load and a measure of syntactic
difficulty. Previous research has found that dependency distance tends to minimize both …

[HTML][HTML] Variation of Zipf's exponent in one hundred live languages: A study of the Holy Bible translations

A Mehri, M Jamaati - Physics Letters A, 2017 - Elsevier
Zipf's law, as a power-law regularity, confirms long-range correlations between the elements
in natural and artificial systems. In this article, this law is evaluated for one hundred live …

A joint text mining-rank size investigation of the rhetoric structures of the US Presidents' speeches

V Ficcadenti, R Cerqueti, M Ausloos - Expert Systems with Applications, 2019 - Elsevier
This work presents a text mining context and its use for a deep analysis of the messages
delivered by politicians. Specifically, we deal with an expert systems-based exploration of …

Distinct flavors of Zipf's law and its maximum likelihood fitting: Rank-size and size-distribution representations

Á Corral, I Serra, R Ferrer-i-Cancho - Physical Review E, 2020 - APS
In recent years, researchers have realized the difficulties of fitting power-law distributions
properly. These difficulties are higher in Zipfian systems, due to the discreteness of the …

Optimization models of natural communication

R Ferrer-i-Cancho - Journal of Quantitative Linguistics, 2018 - Taylor & Francis
A family of information theoretic models of communication was introduced more than a
decade ago to explain the origins of Zipf's law for word frequencies. The family is a based on …