The Laplacian spectrum of language: experiments with linguistic families from the Americas

What can physics offer to the study of endangered languages? In a world where only a small fraction of the approximately 7,000 spoken languages are represented in the current wave of artificial intelligence—through tools like machine translation, voice assistants, or large language models—most Indigenous languages, especially those of South America, remain digitally invisible.

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2025-10-29
DOI
https://doi.org/10.1051/epn/2025405/pdf
Primary Topic
Language and cultural evolution
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Laplacian spectrum of language: experiments with linguistic families from the Americas

Springer Link (Chiba Institute of Technology)
Language and cultural evolution
article

The Laplacian spectrum of language: experiments with linguistic families from the Americas

article en

Abstract

What can physics offer to the study of endangered languages? In a world where only a small fraction of the approximately 7,000 spoken languages are represented in the current wave of artificial intelligence—through tools like machine translation, voice assistants, or large language models—most Indigenous languages, especially those of South America, remain digitally invisible.

Springer Link (Chiba Institute of Technology)
Quality Education
Openalex Percentile: Top 12%
Language and cultural evolution
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Laplacian spectrum of language: experiments with linguistic families from the Americas · Springer Link (Chiba Institute of Technology) (2025) | TGRS Research Map | TGRS