@inproceedings{lopopolo-etal-2019-dependency,
title = "Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading",
author = "Lopopolo, Alessandro and
Frank, Stefan L. and
van den Bosch, Antal and
Willems, Roel",
editor = "Chersoni, Emmanuele and
Jacobs, Cassandra and
Lenci, Alessandro and
Linzen, Tal and
Pr{\'e}vot, Laurent and
Santus, Enrico",
booktitle = "Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics",
month = jun,
year = "2019",
address = "Minneapolis, Minnesota",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W19-2909",
doi = "10.18653/v1/W19-2909",
pages = "77--85",
abstract = "Backward saccades during reading have been hypothesized to be involved in structural reanalysis, or to be related to the level of text difficulty. We test the hypothesis that backward saccades are involved in online syntactic analysis. If this is the case we expect that saccades will coincide, at least partially, with the edges of the relations computed by a dependency parser. In order to test this, we analyzed a large eye-tracking dataset collected while 102 participants read three short narrative texts. Our results show a relation between backward saccades and the syntactic structure of sentences.",
}
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<abstract>Backward saccades during reading have been hypothesized to be involved in structural reanalysis, or to be related to the level of text difficulty. We test the hypothesis that backward saccades are involved in online syntactic analysis. If this is the case we expect that saccades will coincide, at least partially, with the edges of the relations computed by a dependency parser. In order to test this, we analyzed a large eye-tracking dataset collected while 102 participants read three short narrative texts. Our results show a relation between backward saccades and the syntactic structure of sentences.</abstract>
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%0 Conference Proceedings
%T Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading
%A Lopopolo, Alessandro
%A Frank, Stefan L.
%A van den Bosch, Antal
%A Willems, Roel
%Y Chersoni, Emmanuele
%Y Jacobs, Cassandra
%Y Lenci, Alessandro
%Y Linzen, Tal
%Y Prévot, Laurent
%Y Santus, Enrico
%S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics
%D 2019
%8 June
%I Association for Computational Linguistics
%C Minneapolis, Minnesota
%F lopopolo-etal-2019-dependency
%X Backward saccades during reading have been hypothesized to be involved in structural reanalysis, or to be related to the level of text difficulty. We test the hypothesis that backward saccades are involved in online syntactic analysis. If this is the case we expect that saccades will coincide, at least partially, with the edges of the relations computed by a dependency parser. In order to test this, we analyzed a large eye-tracking dataset collected while 102 participants read three short narrative texts. Our results show a relation between backward saccades and the syntactic structure of sentences.
%R 10.18653/v1/W19-2909
%U https://aclanthology.org/W19-2909
%U https://doi.org/10.18653/v1/W19-2909
%P 77-85
Markdown (Informal)
[Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading](https://aclanthology.org/W19-2909) (Lopopolo et al., CMCL 2019)
ACL