Scientific Publications

Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, and Lena Jäger. 2022. Patterns of Text Readability in Human and Predicted Eye Movements. In Proceedings of the Workshop on Cognitive Aspects of the Lexicon, pages 1–15, Taipei, Taiwan. Association for Computational Linguistics.

Stephanie Brandl & Nora Hollenstein. Every word counts: A multilingual analysis of individual human alignment with model attention. Accepted at AACL 2022.

Christoforou, C. Papadopoulos, T. C., & Theodorou, M. (2022). Toward the study of the neural-underpinnings of dyslexia during final-phoneme elision: A machine learning approach. Brain Informatics, LNAI 13406, 74-85.,.

Siegelman, N. , Schroeder, S., Acartürk, C. et al. Expanding horizons of cross-linguistic research on reading: The Multilingual Eye-movement Corpus (MECO). Behav Res 54, 2843–2863 (2022).

Kuperman, V., Siegelman, N., Schroeder, S., Acartürk, C., Alexeeva, S., Amenta, S., . . . Usal, K. (2022). Text reading in English as a second language: Evidence from the Multilingual Eye-Movements Corpus. Studies in Second Language Acquisition, 1-35.

Yang, J., Van den Bosch, A., & Frank, S.L.* (2022). Unsupervised text segmentation predicts eye fixations during reading. Frontiers in Artificial Intelligence, 5, 731615.

Matić, A., Kovačević, M. (2022). Challenges of different approaches and methodologies in psycholinguistics: the example of an RC attachment preference study in Croatian. In: G. Csibra, J. Gervain i K. Kovács (Eds.), A Life in Cognition Studies in Cognitive Science in Honor of Csaba Pléh. Springer Nature Switzerland AG, 125-136.

Palmovic, Marijan & Matić Škorić, Ana & Zelenika Zeba, Mirta & Kovacevic, Melita. (2022). Phonological and Lexical Effects on Reading in Dyslexia.

Joseph Marvin Imperial. 2022. NU HLT at CMCL 2022 Shared Task: Multilingual and Crosslingual Prediction of Human Reading Behavior in Universal Language Space. In Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, pages 108–113, Dublin, Ireland. Association for Computational Linguistics. 

Cybulski, P., & Krassanakis, V.* (2022). The effect of map label language on the visual search of cartographic point symbols. Cartography and Geographic Information Science, 49(3), 189–204.

Reich, David & Prasse, Paul & Tschirner, Chiara & Haller, Patrick & Goldhammer, Frank & Jäger, Lena. (2022). Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. 1-8.  

Daniel Krakowczyk and David Robert Reich and Paul Prasse and Sebastian Lapuschkin and Lena Ann Jaeger and Tobias Scheffer, (2022), Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification.

Frank, S.L.* & Aumeistere, A. (2022). An Eye-tracking-with-EEG Coregistration Corpus of Narrative Sentences. Manuscript submitted for publication. Preprint: https://psyarxiv.com/j5fgd

Birawo, B., & Kasprowski, P. *(2022). Review and Evaluation of Eye Movement Event Detection Algorithms. Sensors, 22(22), 8810. https://doi.org/10.3390/s22228810

Harezlak, K., Basek, P., & Kasprowski, P. * (2022). Side Keyboard–the New Approach for Eye-typing. Procedia Computer Science, 207, 3348-3357. https://doi.org/10.1016/j.procs.2022.09.393

Kasprowski, P. (2022). Eye Tracking Hardware: Past to Present, and Beyond. In Eye Tracking (pp. 31-48). Humana, New York, NY. https://doi.org/10.1007/978-1-0716-2391-6_3

Amenta, S., Hasenäcker, J.*, Crepaldi, D. & Marelli, M. (2022). Prediction at the intersection of sentence context and word form: Evidence from eye movements and self-paced reading. Psychonomic Bulletin & Review, Online First. doi:10.3758/s13423-022-02223-9