Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading

Alessandro Lopopolo, Stefan Frank, A. van den Bosch, Roel Willems

Onderzoeksoutput: Hoofdstuk in boek/boekdeelBijdrage aan conferentie proceedingsWetenschappelijkpeer review

Samenvatting

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.
Originele taal-2Engels
TitelProceedings of the Workshop on Cognitive Modeling and Computational Linguistics
Plaats van productieMinneapolis, Minnesota
UitgeverijAssociation for Computational Linguistics (ACL)
Pagina's77-85
StatusGepubliceerd - 07 jun 2019

Vingerafdruk Duik in de onderzoeksthema's van 'Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading'. Samen vormen ze een unieke vingerafdruk.

  • Citeer dit

    Lopopolo, A., Frank, S., van den Bosch, A., & Willems, R. (2019). Dependency Parsing with your Eyes: Dependency Structure Predicts Eye Regressions During Reading. In Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics (blz. 77-85). Association for Computational Linguistics (ACL). https://www.aclweb.org/anthology/W19-2909