Patterns of Text Readability in Human and Predicted Eye Movements

This repo contains the code for the experiments presented in the following paper:
Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn & Lena Jäger. "Patterns of Text Readability in Human and Predicted Eye Movements". CogALex 2022.

Publication

Training and evaluating models

The code in the following repository was used to fine-tune and test the models: https://github.com/DS3Lab/multilingual-gaze

Readability analysis

The scripts in readability-analysis were used for the analysis in the paper.
Run correlations.py to get the correlation coefficients between predicted eye tracking features and the readability measures.