A study on surprisal and semantic relatedness for eye-tracking data prediction

Previous research in computational linguistics dedicated a lot of effort to using language modeling and/or distributional semantic models to predict metrics extracted from eye-tracking data. However, it is not clear whether the two components have a distinct contribution, with recent studies claimin...

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Bibliographic Details
Main Authors: Lavinia Salicchi, Emmanuele Chersoni, Alessandro Lenci
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2023.1112365/full