Measuring Semantic Stability: Statistical Estimation of Semantic Projections via Word Embeddings

Measuring Semantic Stability: Statistical Estimation of Semantic Projections via Word Embeddings

We present a new framework to study the stability of semantic projections based on word embeddings. Roughly speaking, semantic projections are indices taking values in the interval <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><s...

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Bibliographic Details
Main Authors: Roger Arnau, Ana Coronado Ferrer, Álvaro González Cortés, Claudia Sánchez Arnau, Enrique A. Sánchez Pérez
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Axioms
Subjects:
semantic projection
measure
approximation
AI
NLP
Online Access:https://www.mdpi.com/2075-1680/14/5/389
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