A multimodal transformer-based tool for automatic generation of concreteness ratings across languages

Abstract We present an automated method for generating concreteness ratings that achieves beyond human-level reliability across multiple languages and expression types. Our approach combines multimodal transformers with emotion-finetuned language models and achieves correlations of 0.93 for single B...

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Bibliographic Details
Main Authors: Viktor Kewenig, Jeremy I. Skipper, Gabriella Vigliocco
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Communications Psychology
Online Access:https://doi.org/10.1038/s44271-025-00280-z
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