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Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics

Domaine:

natural language processing

Type de record:

paper
Créateur:
BakMol
Hôte:avatar
A simple machine learning model of pluralisation as a linear regression problem minimising a p-adic metric substantially outperforms even the most robust of Euclidean-space regressors on languages in the Indo-European, Austronesian, Trans New-Guinea, Sino-Tibetan, Nilo-Saharan, Oto-Meanguean and Atlantic-Congo language families. There is insufficient evidence to support modelling distinct noun declensions as a p-adic neighbourhood even in Indo-European languages. Accepted into AACL-IJCNLP 2022

Visit

arxiv.org

Tags

Computation and LanguageNumber Theory

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