Take a look at our network publication activity.
-
Scientific Publications (January – July 2024)
- Deborah N. Jakobi, Daniel G. Krakowczyk, and Lena A. Jäger. (2024). Reporting Eye-Tracking Data Quality: Towards a New Standard. In Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA ’24). Association for Computing Machinery, New York, NY, USA, Article 47, 1–3. https://doi.org/10.1145/3649902.36556
- Haveriku, A., Paci, H., Kote, N., Meçe, E.K. (2024). Systematic Review of Eye-Tracking Studies. In: Barolli, L. (eds) Advances in Internet, Data & Web Technologies. EIDWT 2024. Lecture Notes on Data Engineering and Communications Technologies, vol 193. Springer, Cham. https://doi.org/10.1007/978-3-031-53555-0_24
- Kristina Cergol and Marijan Palmović. “The role of prosodic information in silent reading: An eye–tracking study.” Suvremena lingvistika 50, br. 97 (2024): 1-22. https://doi.org/10.22210/suvlin.2024.097.01
- Kristina Cergol and Marijan Palmovic. 2024. The role of stress in silent reading. In Proceedings of the 2024 Symposium on Eye Tracking Research and Applications (ETRA ’24). Association for Computing Machinery, New York, NY, USA, Article 83, 1–5. https://doi.org/10.1145/3649902.3656492
- Matvieieva, S., Babych, V. (2023). Eye-Tracking Corpora: a brief overview. The world of language – the world in language: proceedings of the VII International Scientific Conference (Kyiv, October 27, 2023; Mykhailo Dragomanov State University of Ukraine) (pp. 183–185). Kyiv: Mykhailo Dragomanov State University of Ukraine. https://fif.udu.edu.ua/images/Conferences/2023/SM_2023_zb.pdf
- Reich, D. R., Deng, S., Björnsdóttir, M., Jäger, L., & Hollenstein, N. (2024, May). Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (pp. 13586-13594). https://aclanthology.org/2024.lrec-main.1187/
- Schipke, C. S., Stegenwallner-Schütz, M., & Adani, F. (2024). Underpinning the On-Line Processing of (Non-)Canonical Sentences in German-Speaking Four-Year-Olds: The Interplay of Cognitive Control and Memory Capacity. Language Learning and Development, 20(3), 249–277. https://doi.org/10.1080/15475441.2024.2313217
- Schipke, C., Stegenwallner-Schütz, M., & Adani, F. (2024). Underpinning the Online Processing of (Non-)Canonical Sentences in German-Speaking Four-Year-Olds: The Interplay of Cognitive Control and Memory Capacity. Language Learning and Development. https://doi.org/10.1080/15475441.2024.2313217
- Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, and Nora Hollenstein. 2024. Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 6544–6556, Torino, Italia. ELRA and ICCL. https://aclanthology.org/2024.lrec-main.580
- Vanek, N., Matić Škorić, A., Košutar, S. et al. Mental simulation of the factual and the illusory in negation processing: evidence from anticipatory eye movements on a blank screen. Sci Rep 14, 2844 (2024). https://doi.org/10.1038/s41598-024-53353-0
- Zhang, L., & Hollenstein, N. (2024, May). Eye-Tracking Features Masking Transformer Attention in Question-Answering Tasks. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (pp. 7057-7070). https://aclanthology.org/2024.lrec-main.585/
-
Scientific Publications (May – October 2023)
- Acartürk, C., Özkan, A., Pekçetin, T.N. et al. TURead: An eye movement dataset of Turkish reading. Behav Res (2023). https://doi.org/10.3758/s13428-023-02120-6
- Frank, S.L., Aumeistere, A. An eye-tracking-with-EEG coregistration corpus of narrative sentences. Lang Resources & Evaluation (2023). https://doi.org/10.1007/s10579-023-09684-x
- Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger (2023): ScanDL: A diffusion model for generating synthetic scanpaths on texts, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), https://doi.org/10.48550/arXiv.2310.15587
- Lisa Beinborn and Nora Hollenstein. Cognitive Plausibility in Natural Language Processing. Part of the book series: Synthesis Lectures on Human Language Technologies (SLHLT), Springer Nature, 2023. https://doi.org/10.1007/978-3-031-43260-6
- Matvieieva, S. Eye-tracking technology for cognitive linguistics (pp. 51–53). Program and papers of Fourth International Scientific and Practical Conference “Language Philosophy and New Trends in Translation and Linguistic Studies”. Kyiv: Mykhailo Drahomanov State University of Ukraine, (2023). https://cutt.ly/uwqyNpXG
- Ryzhova, M., Škrjanec, I., Quach, N., Chase, A. V., Ellsiepen, E., & Demberg, V. (2023). Word Familiarity Classification From a Single Trial Based on Eye-Movements. A Study in German and English. Proceedings of the 2023 Symposium on Eye Tracking Research and Applications (ETRA ’23) (pp. 1–2, Article No.: 60). New York, NY, USA: Association for Computing Machinery. https://doi.org/10.1145/3588015.3590118
- Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger (2023): Pre-trained language models augmented with synthetic scanpaths for natural language understanding, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). https://doi.org/10.48550/arXiv.2310.14676
- Skrjanec, I., Broy, F. Y., & Demberg, V. (2023). Expert-adapted language models improve the fit to reading times. 27th International Conference on Knowledge-Based and Intelligent Information & EngineeringSystems (KES 2023). PsyArXiv. https://doi.org/10.31234/osf.io/dc8y6
-
Network Scientific Publications (January-April 2023)
Vulchanova, M., Vulchanov, V. & Allen, M. Word learning in ASD: the sensorimotor, the perceptual and the symbolic. J Cult Cogn Sci (2023). https://doi.org/10.1007/s41809-022-00117-9
Søby, K., Milburn, E., Kristensen, L., Vulchanov, V., & Vulchanova, M. (2023). In the native speaker’s eye: Online processing of anomalous learner syntax. Applied Psycholinguistics, 1-28. https://doi.org/10.1017/S0142716422000418
Krassanakis, V. (2023). PeyeMMV: Python implementation of EyeMMV’s fixation detection algorithm. Software Impacts, 100475. https://doi.org/10.1016/j.simpa.2023.100475
Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Assunta Süss, Paul Prasse, Deborah N. Jakobi, Oleksii Turuta, Paweł Kasprowski and Lena A. Jäger ETRA 2023. pymovements: A Python package for eye movement data processing. https://doi.org/10.48550/arXiv.2304.09859
Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer and Lena A. Jäger. (2023) Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading, To appear in The Proceedings of the ACM of Human Computer Interaction https://doi.org/10.48550/arXiv.2304.10784
Daniel Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer and Lena A. Jäger, ETRA 2023.Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models
https://doi.org/10.48550/arXiv.2304.13536Lago, S., Stone, K., Oltrogge, E., & Veríssimo, J. (2022, online). Possessive processing in bilingual comprehension. Language Learning. https://doi.org/10.1111/lang.12556
Pouw, C., Hollenstein, N., and Beinborn, L. : Cross-Lingual Transfer of Cognitive Complexity, to appear in Findings of EACL, https://arxiv.org/pdf/2302.12695.pdf
Björnsdóttir, M., Hollenstein, N., & Barrett, M. Dyslexia Prediction from Natural Reading of Danish Texts. In The 24rd Nordic Conference on Computational Linguistics. 2023.
Ribeiro, T., Brandl, S., Søgaard, A., & Hollenstein, N. (2023). WebQAmGaze: A Multilingual Webcam Eye-Tracking-While-Reading Dataset. arXiv preprint arXiv:2303.17876. https://arxiv.org/abs/2303.17876
Yang, Duo, and Nora Hollenstein. “PLM-AS: Pre-trained Language Models Augmented with Scanpaths for Sentiment Classification.” Proceedings of the Northern Lights Deep Learning Workshop. Vol. 4. 2023. https://doi.org/10.7557/18.6797
Khurana, V., Singla, Y. K., Hollenstein, N., Kumar, R., & Krishnamurthy, B. (2023). Synthesizing Human Gaze Feedback for Improved NLP Performance. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. https://arxiv.org/abs/2302.05721
-
Scientific Publications (December 2022)
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