@inproceedings{ryzhova-etal-2023,
title = {Word Familiarity Classification From a Single Trial Based on Eye-Movements. A Study in German and English},
author = {Margarita Ryzhova and Iza Skrjanec and Nina Quach and Alice Virginia  Chase and Emilia Ellsiepen and Vera Demberg},
url = {https://dl.acm.org/doi/abs/10.1145/3588015.3590118},
doi = {https://doi.org/10.1145/3588015.3590118},
year = {2023},
date = {2023},
booktitle = {ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications},
abstract = {<div class="hlFld-Abstract">
<div class="article__section article__abstract hlFld-Abstract">
<div class="abstractSection abstractInFull">

Identifying processing difficulty during reading due to unfamiliar words has promising applications in automatic text adaptation. We present a classification model that predicts whether a word is (un)known to the reader based on eye-movement measures. We examine German and English data and validate our model on unseen subjects and items achieving a high accuracy in both languages.

</div>
</div>
</div>},
pubstate = {published},
type = {inproceedings}
}